Steve Lin

Senior Principal Research Manager

Publications

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- NuTime: Numerically Multi-Scaled Embedding for Large-Scale Time Series Pretraining
  
  Chenguo Lin, Xumeng Wen, Wei Cao, Congrui Huang, Jiang Bian, Stephen Lin, Zhirong Wu
  
  Transactions on Machine Learning Research | July 2024
  
  Publication
- GMConv: Modulating Effective Receptive Fields for Convolutional Kernels.
  
  Qi Chen, Chao Li, Jia Ning, Stephen Lin, Kun He
  
  IEEE Transactions on Neural Networks and Learning Systems | May 2024
  
  Publication
- You Only Need Less Attention Each Stage in Vision Transformers
  
  Shuoxi Zhang, Hanpeng Liu, Stephen Lin, Kun He
  
  The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2024 | May 2024
  
  Publication
- Unifying Feature and Cost Aggregation with Transformers for Dense Correspondence
  
  Sunghwan Hong, Seokju Cho, Seungryong Kim, Stephen Lin
  
  International Conference on Learning Representations (ICLR) | May 2024
  
  Preprint
- Randomized Quantization: A Generic Augmentation for Data Agnostic Self-supervised Learning
  
  Huimin Wu, Chenyang Lei, Xiao Sun, Pengju Wang, Qifeng Chen, Kwang-Ting Cheng, Stephen Lin, Zhirong Wu
  
  International Conference on Computer Vision (ICCV) | October 2023
  
  Publication
- Extreme Masking for Learning Instance and Distributed Visual Representations
  
  Zhirong Wu, Zihang Lai, Xiao Sun, Stephen Lin
  
  Transactions on Machine Learning Research | March 2023
  
  Publication
- Could Giant Pre-trained Image Models Extract Universal Representations?
  
  Yutong Lin, Ze Liu, Zheng Zhang, Han Hu, Nanning Zheng, Stephen Lin, Yue Cao
  
  Advances in Neural Information Processing Systems (NeurIPS) | December 2022
  
  Publication
- Animation from Blur: Multi-modal Blur Decomposition with Motion Guidance
  
  Zhihang Zhong, Xiao Sun, Zhirong Wu, Yinqiang Zheng, Stephen Lin, Imari Sato
  
  European Conference on Computer Vision (ECCV) | October 2022
  
  Publication
- Bringing Rolling Shutter Images Alive with Dual Reversed Distortion
  
  Zhihang Zhong, Mingdeng Cao, Xiao Sun, Zhirong Wu, Zhongyi Zhou, Yinqiang Zheng, Stephen Lin, Imari Sato
  
  European Conference on Computer Vision (ECCV) | October 2022
  
  Publication
- Cost Aggregation with 4D Convolutional Swin Transformer for Few-Shot Segmentation
  
  Sunghwan Hong, Seokju Cho, Jisu Nam, Stephen Lin, Seungryong Kim
  
  European Conference on Computer Vision (ECCV) | October 2022
  
  Publication
- Unsupervised Learning of Efficient Geometry-Aware Neural Articulated Representations
  
  Atsuhiro Noguchi, Xiao Sun, Stephen Lin, Tatsuya Harada
  
  European Conference on Computer Vision (ECCV) | October 2022
  
  Publication
- Cross-Model Pseudo-Labeling for Semi-Supervised Action Recognition
  
  Yinghao Xu, Fangyun Wei, Xiao Sun, Ceyuan Yang, Yujun Shen, Bo Dai, Bolei Zhou, Stephen Lin
  
  2022 Computer Vision and Pattern Recognition | April 2022
  
  Publication Publication
- Video Swin Transformer
  
  Ze Liu, Jia Ning, Yue Cao, Yixuan Wei, Zheng Zhang, Stephen Lin, Han Hu
  
  CVPR 2022 | April 2022
  
  Publication
- A Simple Multi-Modality Transfer Learning Baseline for Sign Language Translation
  
  Yutong Chen, Fangyun Wei, Xiao Sun, Zhirong Wu, Stephen Lin
  
  2022 Computer Vision and Pattern Recognition | March 2022
  
  Publication Publication
- Aligning Pretraining for Detection via Object-Level Contrastive Learning
  
  Fangyun Wei, Yue Gao, Zhirong Wu, Han Hu, Stephen Lin
  
  NeurIPS 2021 | December 2021
  
  Publication
- Bootstrap Your Object Detector via Mixed Training
  
  Mengde Xu, Zheng Zhang, Fangyun Wei, Yutong Lin, Yue Cao, Stephen Lin, Han Hu, Xiang Bai
  
  NeurIPS 2021 | December 2021
  
  Publication
- The Emergence of Objectness: Learning Zero-shot Segmentation from Videos
  
  Runtao Liu, Zhirong Wu, Stella Yu, Stephen Lin
  
  NeurIPS 2021 | December 2021
  
  Publication
- Swin Transformer: Hierarchical Vision Transformer Using Shifted Windows
  
  Ze Liu, Yutong Lin, Yue Cao, Han Hu, Yixuan Wei, Zheng Zhang, Stephen Lin, Baining Guo
  
  ICCV 2021 | October 2021
  
  Marr Prize – Best Paper Prize
  
  Publication
- ACP++: Action Co-Occurrence Priors for Human-Object Interaction Detection
  
  Dong-Jin Kim, Xiao Sun, Jinsoo Choi, Stephen Lin, In So Kweon
  
  IEEE Transactions on Image Proccessing (TIP) | September 2021, Vol 30: pp. 9150-9163
  
  Publication
- Neural Articulated Radiance Field
  
  Atsuhiro Noguchi, Xiao Sun, Stephen Lin, Tatsuya Harada
  
  ICCV 2021 | September 2021
  
  Publication
- Cross-Iteration Batch Normalization
  
  Zhuliang Yao, Yue Cao, Shuxin Zheng, Gao Huang, Stephen Lin
  
  CVPR 2021 | June 2021
  
  Publication
- Instance Localization for Self-supervised Detection Pretraining
  
  Ceyuan Yang, Zhirong Wu, Bolei Zhou, Stephen Lin
  
  CVPR 2021 | June 2021
  
  Publication
- Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning
  
  Zhenda Xie, Yutong Lin, Zheng Zhang, Yue Cao, Stephen Lin, Han Hu
  
  CVPR 2021 | June 2021
  
  Publication
- What Makes Instance Discrimination Good for Transfer Learning
  
  Nanxuan Zhao, Zhirong Wu, Rynson W. H. Lau, Stephen Lin
  
  International Conference on Learning Representations (ICLR) | May 2021
  
  PDF Publication
- Distilling Localization for Contrastive Representation Learning
  
  Nanxuan Zhao, Zhirong Wu, Rynson W.H. Lau, Stephen Lin
  
  AAAI Conference on Artificial Intelligence (AAAI) | February 2021
  
  Publication
- Learning Monocular Depth in Dynamic Scenes via Instance-Aware Projection Consistency
  
  Seokju Lee, Sunghoon Im, Stephen Lin, In So Kweon
  
  AAAI Conference on Artificial Intelligence (AAAI) | February 2021
  
  Publication
- Global Context Networks
  
  Yue Cao, Jiarui Xu, Stephen Lin, Fangyun Wei, Han Hu
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI) | December 2020
  
  Publication Publication
- RepPoints v2: Verification Meets Regression for Object Detection
  
  Yihong Chen, Zheng Zhang, Yue Cao, Liwei Wang, Stephen Lin, Han Hu
  
  Neural Information Processing Systems (NeurIPS) | December 2020
  
  Publication
- Dense RepPoints: Representing Visual Objects with Dense Point Sets
  
  Ze Yang, Yinghao Xu, Han Xue, Zheng Zhang, Raquel Urtasun, Liwei Wang, Stephen Lin, Han Hu
  
  European Conference on Computer Vision (ECCV) | August 2020
  
  Publication
- Detecting Human-Object Interactions with Action Co-occurrence Priors
  
  Dong-Jin Kim, Xiao Sun, Jinsoo Choi, Stephen Lin, In So Kweon
  
  European Conference on Computer Vision (ECCV) | August 2020
  
  Publication
- Disentangled Non-Local Neural Networks
  
  Minghao Yin, Zhuliang Yao, Yue Cao, Xiu Li, Zheng Zhang, Stephen Lin, Han Hu
  
  European Conference on Computer Vision (ECCV) | August 2020
  
  Publication
- Object-based Illumination Estimation with Rendering-aware Neural Networks
  
  Xin Wei, Guojun Chen, Yue Dong, Stephen Lin, Xin Tong
  
  European Conference on Computer Vision (ECCV) | August 2020
  
  Publication
- Point-Set Anchors for Object Detection, Instance Segmentation and Pose Estimation
  
  Fangyun Wei, Xiao Sun, Hongyang Li, Jingdong Wang, Stephen Lin
  
  European Conference on Computer Vision (ECCV) | August 2020
  
  Publication
- Spatially Adaptive Inference with Stochastic Feature Sampling and Interpolation
  
  Zhenda Xie, Zheng Zhang, Xizhou Zhu, Gao Huang, Stephen Lin
  
  European Conference on Computer Vision (ECCV) | August 2020
  
  Publication
- SRNet: Improving Generality in 3D Human Pose Estimation with a Split-and-Recombine Approach
  
  Ailing Zeng, Xiao Sun, Fuyang Huang, Minhao Liu, Qiang Xu, Stephen Lin
  
  European Conference on Computer Vision (ECCV) | August 2020
  
  Publication
- A Transductive Approach for Video Object Segmentation
  
  Yizhuo Zhang, Zhirong Wu, Houwen Peng, Stephen Lin
  
  Computer Vision and Pattern Recognition (CVPR) | June 2020
  
  Publication PDF
- Single Image Reflection Removal through Cascaded Refinement
  
  Chao Li, Yixiao Yang, Kun He, Stephen Lin, John E. Hopcroft
  
  Computer Vision and Pattern Recognition (CVPR) | June 2020
  
  Publication PDF
- Deformable Kernels: Adapting Effective Receptive Fields for Object Deformation
  
  Hang Gao, Xizhou Zhu, Stephen Lin, Jifeng Dai
  
  International Conference on Learning Representations (ICLR) | April 2020
  
  Publication PDF
- Leveraging Multi-View Image Sets for Unsupervised Intrinsic Image Decomposition and Highlight Separation
  
  Renjiao Yi, Ping Tan, Stephen Lin
  
  AAAI Conference on Artificial Intelligence (AAAI) | February 2020
  
  DOI
- Dense Cross-Modal Correspondence Estimation with the Deep Self-Correlation Descriptor
  
  Seungryong Kim, Dongbo Min, Stephen Lin, Kwanghoon Sohn
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence | January 2020
  
  Publication
- Learning Residual Flow as Dynamic Motion from Stereo Videos
  
  Seokju Lee, Sunghoon Im, Stephen Lin, In So Kweon
  
  Intelligent Robots and Systems (IROS) | November 2019
  
  Publication PDF
- Makeup Removal via Bidirectional Tunable De-Makeup Network
  
  Chong Cao, Feng Lu, Chen Li, Stephen Lin, Xukun Shen
  
  IEEE Transactions on Multimedia | November 2019, Vol 21(11)
  
  Publication
- An Empirical Study of Spatial Attention Mechanisms in Deep Networks
  
  Xizhou Zhu, Dazhi Cheng, Zheng Zhang, Stephen Lin, Jifeng Dai
  
  International Conference on Computer Vision (ICCV) | October 2019
  
  Publication
- Deep Depth from Uncalibrated Small Motion Clip
  
  Sunghoon Im, Hyowon Ha, Hae-Gon Jeon, Stephen Lin, In So Kweon
  
  IEEE Transactions on Pattern Recognition and Machine Intelligence | October 2019
  
  Publication
- Deep Metric Transfer for Label Propagation with Limited Annotated Data
  
  Bin Liu, Zhirong Wu, Han Hu, Stephen Lin
  
  International Conference on Computer Vision Workshops | October 2019
  
  Publication
- Explicit Spatiotemporal Joint Relation Learning for Tracking Human Pose
  
  Xiao Sun, Chuankang Li, Stephen Lin
  
  International Conference on Computer Vision Workshops | October 2019
  
  Publication
- GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond
  
  Yue Cao, Jiarui Xu, Stephen Lin, Fangyun Wei, Han Hu
  
  International Conference on Computer Vision Workshops | October 2019
  
  Publication
- RepPoints: Point Set Representation for Object Detection
  
  Ze Yang, Shaohui Liu, Han Hu, Liwei Wang, Stephen Lin
  
  International Conference on Computer Vision (ICCV) | October 2019
  
  Publication
- Visuomotor Understanding for Representation Learning of Driving Scenes
  
  Seokju Lee, Junsik Kim, Tae-Hyun Oh, Yongseop Jeong, Donggeun Yoo, Stephen Lin, In So Kweon
  
  British Machine Vision Conference (BMVC) | September 2019
  
  Publication
- A Deep Learning System for Automated Angle-Closure Detection in Anterior Segment Optical Coherence Tomography Images
  
  Huazhu Fu, Mani Baskaran, Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Jiang Liu, Tin A. Tun, Meenakshi Mahesh, Shamira A. Perera, Tin Aung
  
  American Journal of Ophthalmology | July 2019, Vol 203: pp. 37-45
  
  Publication
- Deformable ConvNets v2: More Deformable, Better Results
  
  Xizhou Zhu, Han Hu, Stephen Lin, Jifeng Dai
  
  Computer Vision and Pattern Recognition (CVPR) | June 2019
  
  Publication
- Local Relation Networks for Image Recognition
  
  Han Hu, Zheng Zhang, Zhenda Xie, Stephen Lin
  
  Computer Vision and Pattern Recognition (CVPR) | June 2019
  
  Publication
- DPSNet: End-to-end deep plane sweep stereo
  
  Sunghoon Im, Hae-Gon Jeon, Stephen Lin, In So Kweon
  
  International Conference on Learning Representations (ICLR) | May 2019
  
  Publication
- Angle-Closure Detection in Anterior Segment OCT Based on Multilevel Deep Network
  
  Huazhu Fu, Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Mani Baskaran, Meenakshi Mahesh, Tin Aung, Jiang Liu
  
  IEEE Transactions on Cybernetics | February 2019, Vol 50(7): pp. 3358-3366
  
  Publication PDF
- Recurrent transformer networks for semantic correspondence
  
  Seungryong Kim, Stephen Lin, Sang Ryul Jeon, Dongbo Min, Kwanghoon Sohn
  
  Advances in Neural Information Processing Systems (NeurIPS) | December 2018
  
  Publication
- Discrete-continuous transformation matching for dense semantic correspondence
  
  Seungryong Kim, Dongbo Min, Stephen Lin, Kwanghoon Sohn
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence | October 2018
  
  Publication
- Faces as lighting probes via unsupervised deep highlight extraction
  
  Renjiao Yi, Chenyang Zhu, Ping Tan, Stephen Lin
  
  European Conference on Computer Vision (ECCV) | September 2018
  
  Publication
- Multi-context deep network for angle-closure glaucoma screening in anterior segment OCT
  
  Huazhu Fu, Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Baskaran Mani, Meenakshi Mahesh, Tin Aung, Jiang Liu
  
  Medical Image Computing and Computer Assisted Intervention (MICCAI) | September 2018
  
  Publication
- Exposure: A White-Box Photo Post-Processing Framework
  
  Yuanming Hu, Hao He, Chenxi Xu, Baoyuan Wang, Stephen Lin
  
  ACM Transactions on Graphics (TOG) | July 2018, Vol 37(2)
  
  Publication PDF
- A high-quality denoising dataset for smartphone cameras
  
  Abdelrahman Abdelhamed, Stephen Lin, Michael S Brown
  
  Computer Vision and Pattern Recognition (CVPR) | June 2018
  
  Publication
- Physically-Based Simulation of Cosmetics via Intrinsic Image Decomposition with Facial Priors
  
  Chen Li, Kun Zhou, Hsiang-Tao Wu, Stephen Lin
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence | May 2018, Vol 46(6): pp. 1455-1469
  
  Publication
- Face inpainting based on high-level facial attributes
  
  Mahdi Jampour, Chen Li, Lap-Fai Yu, Kun Zhou, Stephen Lin, Horst Bischof
  
  Computer Vision and Image Understanding | August 2017, Vol 161: pp. 29-41
  
  Publication Publication
- FC4: Fully Convolutional Color Constancy with Confidence-weighted Pooling
  
  Yuanming Hu, Baoyuan Wang, Stephen Lin
  
  Computer Vision and Pattern Recognition (CVPR) | July 2017
  
  Publication
- FCSS: Fully Convolutional Self-Similarity for Dense Semantic Correspondence
  
  Seungryong Kim, Dongbo Min, Bumsub Ham, Sangryul Jeon, Stephen Lin, Kwanghoon Sohn
  
  Computer Vision and Pattern Recognition (CVPR) | July 2017
  
  Publication
- Radiometric Calibration from Faces in Images
  
  Chen Li, Stephen Lin, Kun Zhou, Katsushi Ikeuchi
  
  Computer Vision and Pattern Recognition (CVPR) | July 2017
  
  Publication
- Specular Highlight Removal in Facial Images
  
  Chen Li, Stephen Lin, Kun Zhou, Katsushi Ikeuchi
  
  Computer Vision and Pattern Recognition (CVPR) | July 2017
  
  Publication
- DCTM: Discrete-Continuous Transformation Matching for Semantic Flow
  
  Seungryong Kim, Dongbo Min, Stephen Lin, Kwanghoon Sohn
  
  International Conference on Computer Vision (ICCV) | July 2017
  
  Publication
- Segmentation and Quantification for Angle-Closure Glaucoma Assessment in Anterior Segment OCT
  
  Huazhu Fu, Yanwu Xu, Stephen Lin, Xiaoqin Zhang, Damon Wing Kee Wong, Jiang Liu, Alejandro F. Frangi, Mani Baskaran, Tin Aung
  
  IEEE Transactions on Medical Imaging (TMI) | May 2017, Vol 36(9): pp. 1930-1938
  
  Publication Publication
- Object-Based Multiple Foreground Segmentation in RGBD Video
  
  Huazhu Fu, Dong Xu, Stephen Lin
  
  IEEE Transactions on Image Processing | January 2017, Vol 26(3): pp. 1418-1427
  
  Publication Publication
- High resolution multispectral image capture
  
  Stephen Lin, Xin Tong, Xun Cao
  
  December 2016
  
  US Patent 20170094233 A1
  
  Publication
- DeepVessel: Retinal Vessel Segmentation via Deep Learning and Conditional Random Field
  
  Huazhu Fu, Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Jiang Liu
  
  Medical Image Computing and Computer Assisted Intervention (MICCAI) | October 2016
  
  Publication
- Deep Self-correlation Descriptor for Dense Cross-Modal Correspondence
  
  Seungryong Kim, Dongbo Min, Stephen Lin, Kwanghoon Sohn
  
  European Conference on Computer Vision (ECCV) | September 2016
  
  Publication
- Unified Depth Prediction and Intrinsic Image Decomposition from a Single Image via Joint Convolutional Neural Fields
  
  Seungryong Kim, Kihong Park, Kwanghoon Sohn, Stephen Lin
  
  European Conference on Computer Vision (ECCV) | September 2016
  
  Publication
- Computational Snapshot Multispectral Cameras: Toward dynamic capture of the spectral world
  
  Xun Cao, Tao Yue, Xing Lin, Stephen Lin, Xin Yuan, Qionghai Dai, Lawrence Carin, David J. Brady
  
  IEEE Signal Processing Magazine (SPM) | September 2016, Vol 33(5): pp. 95-108
  
  Publication Publication
- Image Deblurring Using Smartphone Inertial Sensors
  
  Zhe Hu, Lu Yuan, Stephen Lin, Ming-Hsuan Yang
  
  Computer Vision and Pattern Recognition (CVPR) | August 2016
  
  Publication
- Bayesian Depth-from-Defocus with Shading Constraints
  
  Chen Li, Shuochen Su, Yasuyuki Matsushita, Kun Zhou, Stephen Lin
  
  IEEE Transactions on Image Processing (TIP) | February 2016
  
  Publication
- Automatic Thumbnail Generation Based on Visual Representativeness and Foreground Recognizability
  
  Jingwei Huang, Huarong Chen, Bin Wang, Stephen Lin
  
  International Conference on Computer Vision (ICCV) | December 2015
  
  Publication
- Automatic Feature Learning to Grade Nuclear Cataracts Based on Deep Learning
  
  Xinting Gao, Stephen Lin, Tien Yin Wong
  
  IEEE Transactions on Biomedical Engineering (TBME) | November 2015, Vol 62(11): pp. 2693-2701
  
  Publication Publication
- Object-based Multiple Foreground Video Co-segmentation via Multi-State Selection Graph
  
  Huazhu Fu, Dong Xu, Bao Zhang, Stephen Lin, Rabab Kreidieh Ward
  
  IEEE Transactions on Image Processing | November 2015, Vol 24(11): pp. 3415-3424
  
  Publication Publication
- Adaptive Pooling over Multiple Trajectory Attributes for Action Recognition
  
  Wangjiang Zhu, Baoyuan Wang, Stephen Lin
  
  Advanced Video- and Signal-based Surveillance (AVSS) | October 2015
  
  Publication Publication
- Continuous Symmetric Stereo with Adaptive Outlier Handling
  
  Chen Li, Lap-Fai Yu, Zhichao Lu, Yasuyuki Matsushita, Kun Zhou, Stephen Lin
  
  International Conference on 3D Vision (3DV) | October 2015
  
  Publication Publication
- Image based relighting using neural networks
  
  Peiran Ren, Yue Dong, Stephen Lin, Xin Tong, Baining Guo
  
  ACM Transactions on Graphics (TOG) | August 2015, Vol 34(4)
  
  Publication Publication
- Data-Driven Depth Map Refinement via Multi-Scale Sparse Representation
  
  HyeokHyen Kown, Yu-Wing Tai, Stephen Lin
  
  Computer Vision and Pattern Recognition (CVPR) | June 2015
  
  Publication
- Object-based RGBD image co-segmentation with mutex constraint
  
  Huazhu Fu, Dong Xu, Stephen Lin, Jiang Liu
  
  Computer Vision and Pattern Recognition (CVPR) | June 2015
  
  Publication Publication
- Simulating Makeup Through Physics-Based Manipulation of Intrinsic Image Layers
  
  Chen Li, Kun Zhou, Stephen Lin
  
  Computer Vision and Pattern Recognition (CVPR) | June 2015
  
  Publication
- Automatic Optic Disc Detection in OCT Slices via Low-Rank Reconstruction
  
  Huazhu Fu, Dong Xu, Stephen Lin, Damon Wing Kee Wong, Jiang Liu
  
  IEEE Transactions on Biomedical Engineering (TBME) | April 2015, Vol 62(4): pp. 1151-1158
  
  Publication Publication
- Image Classification With Densely Sampled Image Windows and Generalized Adaptive Multiple Kernel Learning
  
  Shengye Yan, Xinxing Xu, Dong Xu, Stephen Lin, Xuelong Li
  
  IEEE Transactions on Cybernetics (TCYB) | March 2015, Vol 45(3): pp. 381-390
  
  Publication Publication
- Change-Based Image Cropping with Exclusion and Compositional Features
  
  Jianzhou Yan, Stephen Lin, Sing Bing Kang, Xiaoou Tang
  
  International Journal of Computer Vision (IJCV) | February 2015
  
  Publication Publication
- A Visual Evaluation Framework for In-Home Physical Evaluation
  
  Naimul Mefraz Khan, Stephen Lin, Ling Guan, Baining Guo
  
  International Symposium on Multimedia (ISM) | December 2014
  
  Publication
- Automatic Feature Learning to Grade Nuclear Cataracts Based on Deep Learning
  
  Xinting Gao, Stephen Lin, Tien Yin Wong
  
  Asian Conference on Computer Vision (ACCV) | November 2014
  
  Publication
- Acquisition of High Spatial and Spectral Resolution Video with a Hybrid Camera System
  
  Chenguang Ma, Xun Guo, Xin Tong, Qionghai Dai, Stephen Lin
  
  International Journal of Computer Vision (IJCV) | November 2014, Vol 110: pp. 141-155
  
  Publication Publication
- Alpha Matting of Motion-Blurred Objects in Bracket Sequence Images
  
  Heesoo Myeong, Stephen Lin, Kyoung Mu Lee
  
  European Conference on Computer Vision (ECCV) | September 2014
  
  Publication
- Intrinsic Face Image Decomposition with Human Face Priors
  
  Chen Li, Kun Zhou, Stephen Lin
  
  European Conference on Computer Vision (ECCV) | September 2014
  
  Publication Publication
- A Learning-to-Rank Approach for Image Color Enhancement
  
  Jianzhou Yan, Stephen Lin, Sing Bing Kang, Xiaoou Tang
  
  Computer Vision and Pattern Recognition (CVPR) | June 2014
  
  Publication Publication
- Object-based Multiple Foreground Video Co-segmentation
  
  Huazhu Fu, Dong Xu, Bao Zhang, Stephen Lin
  
  Computer Vision and Pattern Recognition (CVPR) | June 2014
  
  Publication
- Optic Cup Segmentation for Glaucoma Detection Using Low-Rank Superpixel Representation
  
  Yanwu Xu, Lixin Duan, Stephen Lin, Xiangyu Chen, Damon Wing Kee Wong, Tien Yin Wong, Jiang Liu
  
  Medical Image Computing and Computer Assisted Intervention (MICCAI) | April 2014
  
  Publication
- Material Appearance Modeling: A Data-Coherent Approach
  
  Yue Dong, Stephen Lin, Baining Guo
  
  Published by Springer-Verlag Berlin Heidelberg 2013 | August 2013
  
  ISBN: 978-3-642-35776-3
  
  Publication Publication
- 3D shape regression for real-time facial animation
  
  Chen Cao, Yanlin Weng, Stephen Lin, Kun Zhou
  
  ACM Transactions on Graphics (TOG) - SIGGRAPH 2013 Conference Proceedings | July 2013, Vol 32(4)
  
  Publication Publication
- Automatic Grading of Nuclear Cataracts from Slit-Lamp Lens Images Using Group Sparsity Regression
  
  Yanwu Xu, Xinting Gao, Stephen Lin, Damon Wing Kee Wong, Jiang Liu, Dong Xu, Ching Yu Cheng, Carol Y. Cheung, Tien Yin Wong
  
  International Conference on Medical Image Computing and Computer-Assisted Intervention | July 2013
  
  Publication
- Global illumination with radiance regression functions
  
  Peiran Ren, Jiaping wang, Minmin Gong, Stephen Lin, Xin Tong, Baining Guo
  
  ACM Transactions on Graphics (TOG) - SIGGRAPH 2013 Conference Proceedings | July 2013, Vol 32(4)
  
  Publication Publication
- Shading-Based Shape Refinement of RGB-D Images
  
  Lap-Fai Yu, Sai-Kit Yeung, Yu-Wing Tai, Stephen Lin
  
  2013 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | June 2013
  
  Publication Publication
- Learning the Change for Automatic Image Cropping
  
  J. Yan, X. Tang, Stephen Lin, Sing Bing Kang
  
  IEEE Conference on Computer Vision and Pattern Recognition | June 2013
  
  Publication Download
- Enhanced Photometric Stereo with Multispectral Images
  
  Tsuyoshi Takatani, Stephen Lin, Yasuhiro Mukaigawa, Yasushi Yagi
  
  May 2013
  
  Publication
- Fabricating Spatially-Varying Subsurface Scattering
  
  Yue Dong, Jinpeng Wang, Fabio Pellacini, Xin Tong, Baining Guo, Stephen Lin
  
  Material Appearance Modeling: A Data-Coherent Approach | Published by Springer Berlin Heidelberg | 2013, Vol 29
  
  ISBN: 978-3-642-35776-3
  
  Publication Publication Publication
- Interactive SVBRDF Modeling from a Single Image
  
  Yue Dong, Stephen Lin, Baining Guo
  
  Material Appearance Modeling: A Data-Coherent Approach | 2013
  
  Publication
- Modeling Subsurface Light Transport with the Kernel NystrÃ¶m Method
  
  Yue Dong, Stephen Lin, Baining Guo
  
  Material Appearance Modeling: A Data-Coherent Approach | 2013
  
  Publication
- Modeling Textured Translucent Materials with Lazy Solid Texture Synthesis
  
  Yue Dong, Stephen Lin, Baining Guo
  
  Material Appearance Modeling: A Data-Coherent Approach | 2013
  
  Publication
- Overview of Material Fabrication
  
  Yue Dong, Stephen Lin, Baining Guo
  
  Physical Review B Material Appearance Modeling: A Data-Coherent Approach | May 2013, pp. 143-151
  
  Publication
- Overview of Subsurface Light Transport
  
  Yue Dong, Stephen Lin, Baining Guo
  
  Material Appearance Modeling: A Data-Coherent Approach | May 2013, pp. 75-78
  
  Publication
- Surface Reflectance Overview
  
  Yue Dong, Stephen Lin, Baining Guo
  
  Material Appearance Modeling: A Data-Coherent Approach | 2013
  
  Publication
- Bayesian Depth-from-Defocus with Shading Constraints
  
  Chen Li, Shuochen Su, Yasuyuku Matsushita, Kun Zhou, Stephen Lin
  
  The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013 | April 2013
  
  Publication
- Efficient Reconstruction-Based Optic Cup Localization for Glaucoma Screening
  
  Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Jiang Liu, Dong Xu
  
  International Conference on Medical Image Computing and Computer-Assisted Intervention | April 2013
  
  Publication
- Semantically-Based Human Scanpath Estimation with HMMs
  
  Huiying Liu, Dong Xu, Qingming Huang, Wen Li, Min Xu, Stephen Lin
  
  The IEEE International Conference on Computer Vision (ICCV), 2013 | April 2013
  
  Publication
- Efficient SVBRDF Acquisition with Manifold Bootstrapping
  
  Yue Dong, Stephen Lin, Baining Guo
  
  Material Appearance Modeling: A Data-Coherent Approach | April 2013, pp. 27-48
  
  Publication
- Image-based clothes animation for virtual fitting
  
  Zhenglong Zhou, Bo Shu, Zhaojie Zhuo, Xiaoming Deng, Ping Tan, Stephen Lin
  
  SA '12 SIGGRAPH Asia 2012 Technical Briefs | December 2012
  
  Publication Publication
- Removal of dust artifacts in focal stack image sequences
  
  Chen Li, Kun Zhou, Stephen Lin
  
  2012 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | November 2012
  
  Publication
- Estimation of Intrinsic Image Sequences from Image+Depth Video
  
  Kyong Joon Lee, Qi Zhao, Xin Tong, Minmin Gong, Shahram Izadi, Sang Uk Lee, Ping Tan, Stephen Lin
  
  ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VI | October 2012
  
  ISBN: 978-3-642-33782-6
  
  Publication Publication
- Modeling and rendering of heterogeneous translucent materials using the diffusion equation
  
  Jiaping Wang, Stephen Lin, Baining Guo
  
  August 2012
  
  US Patent 8243071 B2
  
  Publication
- Beyond Spatial Pyramids: A New Feature Extraction Framework with Dense Spatial Sampling for Image Classification
  
  Shengye Yan, Xinxing Xu, Dong Xu, Stephen Lin, Xuelong Li
  
  European Conference on Computer Vision 2012 | August 2012
  
  Publication
- Diffusion Curve Textures for Resolution Independent Texture Mapping
  
  Xin Sun, Guofu Xie, Stephen Lin, Weiwei Xu, Wencheng Wang, Xin Tong, Baining Guo, Yue Dong
  
  ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2012 | August 2012, Vol 31
  
  Publication Publication Publication Video
- Rendering global light transport in real-time using machine learning
  
  Jiaping Wang, Peiran Ren, Baining Guo, Minmin Gong, Xin Tong, Stephen Lin
  
  June 2012
  
  US Patent 9684996 B2
  
  Publication
- Motion-aware noise filtering for deblurring of noisy and blurry images
  
  Yu-Wing Tai, Stephen Lin
  
  2012 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | June 2012
  
  Publication Publication
- TransCut: Interactive Rendering of Translucent Cutouts
  
  Dongping Li, Xin Sun, Zhong Ren, Stephen Lin, Yiying Tong, Baining Guo, Kun Zhou
  
  IEEE Transactions on Visualization and Computer Graphics | May 2012, Vol 19(3): pp. 484-494
  
  Publication Publication
- Efficient Optic Cup Detection from Intra-image Learning with Retinal Structure Priors
  
  Yanwu Xu, Jiang Liu, Stephen Lin, Dong Xu, Carol Y. Cheung, Tin Aung, Tien Yin Wong
  
  International Conference on Medical Image Computing and Computer-Assisted Intervention | April 2012
  
  Publication
- Fully Convolutional Color Constancy with Confidence-weighted Pooling
  
  Yuanming Hu, Baoyuan Wang, Stephen Lin
  
  April 2012
  
  Publication
- A Closed-Form Solution to Retinex with Nonlocal Texture Constraints
  
  Qi Zhao, Ping Tan, Qiang Dai, Li Shen, Enhua Wu, Stephen Lin
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence | April 2012, Vol 34(7): pp. 1437-1444
  
  Publication Publication
- A New In-Camera Imaging Model for Color Computer Vision and Its Application
  
  Seon Joo Kim, Hai Ting Lin, Zheng Lu, Sabine Strunk, Stephen Lin, Michael S. Brown
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence | February 2012, Vol 34(12): pp. 2289-2302
  
  Publication Publication
- Semantic colorization with internet images
  
  Alex Yong-Sang Chia, Shaojie Zhuo, Raj Kumar Gupta, Yu-Wing Tai, Siu-Teung Cho, Ping Tan, Stephen Lin
  
  ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH Asia 2011 | December 2011
  
  Publication Publication
- A Prism-Mask System for Multispectral Video Acquisition
  
  Xun Cao, Hao Du, Xin Tong, Qionghai Dai, Stephen Lin
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence | December 2011, Vol 33(12): pp. 2423-2435
  
  Publication Publication
- Detection of Sudden Pedestrian Crossings for Driving Assistance Systems
  
  Yanwu Xu, Dong Xu, Stephen Lin, Tony X. Han, Xiambin Cao, Xuelong Li
  
  IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) | November 2011, Vol 42(3): pp. 729-739
  
  Publication Publication
- Real-time rendering of light-scattering media
  
  Kun Zhou, Zhong Ren, Stephen Lin, Baining Guo, Harry Shum
  
  US Patent 8009168 B2 | August 2011
  
  Publication
- Line space gathering for single scattering in large scenes
  
  Sun Xin, Stephen Lin, Baining Guo
  
  April 2011
  
  US Patent 8922556 B2
  
  Publication
- Sliding Window and Regression Based Cup Detection in Digital Fundus Images for Glaucoma Diagnosis
  
  Yanwu Xu, Dong Xu, Stephen Lin, Jiang Liu, Jun Cheng, Carol Y. Cheung, Tin Aung, Tien Yin Wong
  
  International Conference on Medical Image Computing and Computer-Assisted Intervention | April 2011
  
  Publication
- Interactive relighting with dynamic reflectance
  
  Kun Zhou, Yanyun Chen, Stephen Lin, Baining Guo
  
  February 2011
  
  US Patent 7884820 B2
  
  Publication
- Coded Aperture Pairs for Depth from Defocus and Defocus Deblurring
  
  Changyin Zhou, Stephen Lin, Shree K. Nayar
  
  International Journal of Computer Vision | December 2010, Vol 93(1): pp. 53-72
  
  Publication Publication
- Coded exposure imaging for projective motion deblurring
  
  Yu-Wing Tai, Naejin Kong, Stephen Lin, Sung Yong Shin
  
  2010 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | June 2010
  
  Publication Publication
- Super resolution using edge prior and single image detail synthesis
  
  Yu-Wing Tao, Shuaicheng Liu, Michael S. Brown, Stephen Lin
  
  2010 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | June 2010
  
  Publication Publication
- Line space gathering for single scattering in large scenes
  
  Xin Sun, Kun Zhou, Stephen Lin, Baining Guo
  
  ACM Transactions on Graphics (TOG) | June 2010, Vol 29(4)
  
  Publication Publication
- Single-image optical center estimation from vignetting and tangential gradient symmetry
  
  Yuanjie Zheng, Chandra Kambhamettu, Stephen Lin
  
  2009 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | June 2010
  
  Publication Publication
- Message from the Guest Editors-In-Chief
  
  Toshikazu Wada, Fay Huang, Stephen Lin
  
  IPSJ Transactions on Computer Vision and Applications | March 2010, Vol 2: pp. 15
  
  Publication Publication
- Single-Image Vignetting Correction
  
  Yuanji Zheng, Stephen Lin, Chandra Kambhamettu, Jingyi Yu, Sing Bing Kang
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence | December 2009
  
  Publication
- A Prism-based System for Multispectral Video Acquisition
  
  Hao Du, Xin Tong, Xun Guo, Stephen Lin
  
  Computer Vision, 2009 IEEE 12th International Conference on | October 2009
  
  ISBN: 978-1-4244-4420-5
  
  Publication Publication Publication
- Coded aperture pairs for depth from defocus
  
  Changyin Zhou, Stephen Lin, Shree Nayar
  
  2009 IEEE 12th International Conference on Computer Vision | September 2009
  
  Publication Publication
- Correction of spatially varying image and video motion blur using a hybrid camera
  
  Yu-Wing Tai, Hao Du, Michael S. Brown, Stephen Lin
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence | May 2009, Vol 32(6): pp. 1012-1028
  
  Publication Publication
- Detail Recovery for Single-image Defocus Blur
  
  Yu-Wing Tai, Huixuan Tang, Michael S. Brown, Stephen Lin
  
  Special Issue on MIRU2008 Invited Paper | March 2009
  
  Publication Publication
- Enhancing Bilinear Subspace Learning by Element Rearrangement
  
  Dong Xu, Shuicheng Yan, Stephen Lin, Thomas S. Huang, Shih-Fu Chang
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence | February 2009, Vol 31(10): pp. 1913-1920
  
  Publication Publication
- Advances in Image and Video Technology: Third Pacific Rim Symposium
  
  Toshikazu Wada, Fay Huang, Stephen Lin
  
  PSIVT 2009, Tokyo, Japan, | January 2009
  
  Publication
- Intrinsic colorization
  
  Xiaopei Liu, Liang Wan, Yinqqe Qu, Tien-Tsin Wong, Stephen Lin, Chi-Sing Leung, Pheng-Ann Heng
  
  ACM SIGGRAPH Asia 2008 | December 2008
  
  Publication Publication
- Rendering in scattering media
  
  Zhong Ren, Kun Zhou, Stephen Lin, Baining Guo
  
  October 2008
  
  US Patent 20100085360 A1
  
  Publication
- Gradient-based Interpolation and Sampling for Real-time Rendering of Inhomogeneous, Single-scattering Media
  
  Zhong Ren, Kun Zhou, Stephen Lin, Baining Guo
  
  Computer Graphics Forum | October 2008, Vol 27(7): pp. 1945-1953
  
  Publication Publication
- null
  
  Dong Xu, Shuicheng Yan, Stephen Lin, Thomas S. Huang
  
  IEEE Transactions on Circuits and Systems for Video Technology | September 2008, Vol 18(12): pp. 1753-1759
  
  Publication Publication
- Image/video deblurring using a hybrid camera
  
  Yu-Wing Tai, Hao Du, Michael S. Brown, Stephen Lin
  
  IEEE Conference on Computer Vision and Pattern Recognition, 2008. CVPR 2008. | June 2008
  
  Publication Publication
- Intrinsic image decomposition with non-local texture cues
  
  Li Shen, Ping Tan, Stephen Lin
  
  IEEE Conference on Computer Vision and Pattern Recognition, 2008. CVPR 2008. | June 2008
  
  Publication Publication
- Single-image vignetting correction using radial gradient symmetry
  
  Yuanjie Zheng, Jingyi Yu, Stephen Lin, Sing Bing Kang, Chandra Khambamettu
  
  IEEE Conference on Computer Vision and Pattern Recognition | June 2008
  
  Publication Publication
- Subpixel Photometric Stereo
  
  Ping Tan, Stephen Lin, Long Quan
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence | June 2008, Vol 30(8)
  
  Publication Publication
- Supplementary Material: Radiometric Calibration from Faces in Images
  
  Chen Li, Stephen Lin, Kun Zhou, Katsushi Ikeuchi
  
  June 2008
  
  Publication
- Discriminant Locally Linear Embedding With High-Order Tensor Data
  
  Xuelong Li, Stephen Lin, Shuicheng Yan, Dong Xu
  
  IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) | March 2008, Vol 38(2)
  
  Publication Publication
- Reconstruction and Recognition of Tensor-Based Objects With Concurrent Subspaces Analysis
  
  Dong Xu, Shuicheng Yan, Lei Zhang, Stephen Lin, Hong-Jiang Zhang, Thomas S. Huang
  
  IEEE Transactions on Circuits and Systems for Video Technology | January 2008, Vol 18(1): pp. 36-47
  
  Publication Publication
- Filtering and Rendering of Resolution-Dependent Reflectance Models
  
  Ping Tan, Long Quan, Stephen Lin, Baining Guo, Harry Shum
  
  IEEE Transactions on Visualization and Computer Graphics | January 2008, Vol 14(2): pp. 412-425
  
  Publication Publication
- Marginal Fisher Analysis and Its Variants for Human Gait Recognition and Content- Based Image Retrieval
  
  Dong Xu, Shuicheng Yan, Dacheng Tao, Stephen Lin, Hong-jiang Zhang
  
  IEEE Transactions on Image Processing | October 2007, Vol 16(11)
  
  Publication Publication
- Rank-One Projections With Adaptive Margins for Face Recognition
  
  Dong Xu, Stephen Lin, Shuicheng Yan, Xiaoou Tang
  
  IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) | September 2007, Vol 37(5): pp. 1226-1236
  
  Publication Publication
- Real-Time Smoke Rendering Using Compensated Ray Marching
  
  Kun Zhou, Zhong Ren, Stephen Lin, Hujun Bao, Baining Guo, Harry Shum
  
  MSR-TR-2007-142 | September 2007
  
  Publication
- A Probabilistic Intensity Similarity Measure based on Noise Distributions
  
  Yasuyuki Matsushita, Stephen Lin
  
  IEEE Conference on Computer Vision and Pattern Recognition CVPR '07 | July 2007
  
  Publication Publication
- Interactive relighting with dynamic BRDFs
  
  Xin Sun, Kun Zhou, Stephen Lin, Yanyun Chen, Jiaoying Shi, Baining Guo
  
  ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2007 | July 2007, Vol 26(3)
  
  Publication Publication
- Element Rearrangement for Tensor-Based Subspace Learning
  
  Shuicheng Yan, Dong Xu, Stephen Lin, Thomas S. Huang, Shih-Fu Chang
  
  IEEE Conference on Computer Vision and Pattern Recognition, 2007. CVPR '07. | June 2007
  
  Publication Publication
- Removal of Image Artifacts Due to Sensor Dust
  
  Changyin Zhou, Stephen Lin
  
  June 2007
  
  Publication Publication
- Modeling and Rendering of Heterogeneous Translucent Materials Using the Diffusion Equation
  
  Jiaping Wang, Shuang Zhao, Xin Tong, Stephen Lin, Zhouchen Lin, Yue Dong, Baining Guo, Harry Shum
  
  ACM Transactions on Graphics (TOG) | May 2007, Vol 27
  
  Publication Publication Publication
- Real-time texture rendering using generalized displacement maps
  
  Xi Wang, Xin Tong, Stephen Lin, Baining Guo, Harry Shum
  
  US Patent 7184052 B2 | February 2007
  
  Publication
- Radiometric Calibration from Noise Distributions
  
  Yasuyuki Matsushita, Stephen Lin
  
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | January 2007
  
  Publication
- Spherical Harmonics Scaling
  
  Kun Zhou, Jiaping Wang, Stephen Lin, Baining Guo
  
  December 2006, Vol 22(9-11): pp. 713-720
  
  US Patent 7,663,623 B2
  
  Publication
- Graph Embedding and Extensions: A General Framework for Dimensionality Reduction
  
  Shuicheng Yan, Dong Xu, Benyu Zhang, Hong-jiang Zhang, Qiang Yang, Stephen Lin
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence | November 2006, Vol 29(1): pp. 40-51
  
  Publication Publication
- Separation of Highlight Reflections on Textured Surfaces
  
  Ping Tan, Long Quan, Stephen Lin
  
  2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition | October 2006
  
  Publication Publication
- Resolution-Enhanced Photometric Stereo
  
  Ping Tan, Stephen Lin, Long Quan
  
  European Conference on Computer Vision ECCV 2006 | October 2006
  
  Publication
- Appearance Manifolds for Modeling Time-Variant Appearance of Materials
  
  Jiaping Wang, Xin Tong, Stephen Lin, Minghao Pan, Chao Wang, Hujun Bao, Baining Guo, Harry Shum
  
  ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2006 | July 2006, Vol 25: pp. 754-761
  
  ISBN: 1-59593-364-6
  
  Publication Publication Publication Publication Video
- Surface detail rendering using leap textures
  
  Xin Wang, Xin Tong, Stephen Lin, Baining Guo
  
  March 2006
  
  US Patent 7586494 B2
  
  Publication
- Separating reflections in human iris images for illumination estimation
  
  Huiqiong Wang, Stephen Lin, Xiaopei Liu, Sing Bing Kang
  
  International Conference on Computer Vision | October 2005
  
  Publication Publication
- Precomputed Shadow Fields for Dynamic Scenes
  
  Kun Zhou, Yaohua Hu, Stephen Lin, Baining Guo, Heung-Yeung Shum
  
  August 2005
  
  Publication Publication Publication
- Modeling and Rendering of Quasi-Homogeneous Materials
  
  Xin Tong, Jiaping Wang, Stephen Lin, Baining Guo, Harry Shum
  
  ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2005 | July 2005, Vol 24
  
  Publication Publication Publication Publication
- Multiresolution Reflectance Filtering
  
  Ping Tan, Stephen Lin, Long Quan, Baining Guo, Harry Shum
  
  EGSR '05 Proceedings of the Sixteenth Eurographics conference on Rendering Techniques | June 2005
  
  Publication Publication
- Representing quasi-homogenous materials
  
  Xin Tong, Jiaping Wang, Stephen Lin, Baining Guo, Harry Shum
  
  June 2005
  
  US Patent 7312797 B2
  
  Publication
- Color filter array demosaicking with local color distribution linearity
  
  Yuanjie Zheng, Stephen Lin, Jie Yang
  
  Optical Engineering | May 2005, Vol 44(5)
  
  Publication Publication
- Light field morphing using 2D features
  
  Lifeng Wang, Stephen Lin, Seungyong Lee, Baining Guo, Harry Shum
  
  IEEE Transactions on Visualization and Computer Graphics | January 2005, pp. 25-34
  
  Publication Publication
- Determining the radiometric response function from a single grayscale image
  
  Stephen Lin, L. Zhang
  
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | January 2005
  
  Publication
- Real-time environment map interpolation
  
  Wenle Wang, Lifeng Wang, Stephen Lin, Jianmin Wang, Baining Guo
  
  International Conference on Image and Graphics (ICIG) | December 2004
  
  Publication
- Optimizing real-time rendering of texture mapped object models relative to adjustable distortion thresholds
  
  Xi Wang, Xin Tong, Stephen Lin, Baining Guo, Heung-Yeung Shum
  
  November 2004
  
  US Patent 7286135 B2
  
  Publication
- System and method for generating generalized displacement maps from mesostructure geometries
  
  Xi Wang, Xin Tong, Stephen Lin, Baining Guo, Heung-Yeung Shum
  
  November 2004
  
  US Patent 7310101 B2
  
  Publication
- Face alignment using intrinsic information
  
  Yuchi Huang, Stephen Lin, Hanging Lu, Heung-Yeung Shum
  
  International Conference on Image Processing (ICIP) | October 2004
  
  Publication
- Generic slow-motion replay detection in sports video
  
  Lei Wang, Xu Liu, Stephen Lin, Guangyou Xu, Heung-Yeung Shum
  
  International Conference on Image Processing (ICIP) | October 2004
  
  Publication
- Lighting and Shadow Interpolation Using Intrinsic Lumigraphs
  
  Yasuyuki Matsushita, Stephen Lin, Heung-Yeung Shum, Xin Tong, Sing Bing Kang
  
  International Journal of Image and Graphics (IJIG) | October 2004, Vol 4(4): pp. 585-604
  
  Publication
- Shell Texture Functions
  
  Yanyun Chen, Xin Tong, Jinpeng Wang, Stephen Lin, Baining Guo, Heung-Yeung Shum
  
  ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2004 | August 2004, pp. 343-353
  
  Publication Publication
- Radiometric calibration from a single image
  
  Stephen Lin, Jinwei Gu, Shuntaro Yamazaki, Heung-Yeung Shum
  
  Computer Vision and Pattern Recognition (CVPR) | June 2004
  
  Publication
- Generalized Displacement Maps
  
  Xi Wang, Xin Tong, Stephen Lin, Shimin Hu, Baining Guo, Heung-Yeung Shum
  
  Eurographics Symposium on Rendering (EGSR) | June 2004
  
  Publication Publication
- Face alignment under variable illumination
  
  Yuchi Huang, Stephen Lin, Stan Z. Li, Hanqing Lu, Heung-Yeung Shum
  
  International Conference on Automatic Face and Gesture Recognition (FG) | May 2004
  
  Publication
- Automatic extraction of semantic colors in sports video
  
  Lei Wang, Boyi Zeng, Stephen Lin, Guangyou Xu, Heung-Yeung Shum
  
  International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2004
  
  Publication
- Estimating intrinsic images from image sequences with biased illumination
  
  Yasuyuki Matsushita, Stephen Lin, Sing Bing Kang, Heung-Yeung Shum
  
  European Conference on Computer Vision (ECCV) | April 2004
  
  Publication
- Illumination-Constrained Inpainting for Single Image Highlight Removal
  
  Ping Tan, Jie Yang, Bei Lei, Stephen Lin, Heung-Yeung Shum
  
  Journal of Software | January 2004
  
  Publication
- Highlight removal by illumination-constrained inpainting
  
  Ping Tan, Stephen Lin, Long Quan, Heung-Yeung Shum
  
  International Conference on Computer Vision (ICCV) | October 2003
  
  Publication
- Multiple-cue illumination estimation in textured scenes
  
  Yuanzhen Li, Stephen Lin, Hanqing Lu, Heung-Yeung Shum
  
  International Conference on Computer Vision (ICCV) | October 2003
  
  Publication
- View-Dependent Displacement Mapping
  
  Lifeng Wang, Xi Wang, Xin Tong, Stephen Lin, Shimin Hu, Baining Guo, Heung-Yeung Shum
  
  ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2003 | July 2003, Vol 22(3): pp. 334-339
  
  Publication Publication
- Realistic Rendering and Animation of Knitwear
  
  Yanyun Chen, Stephen Lin, Hua Zhong, Ying-Qing Xu, Baining Guo, Heung-Yeung Shum
  
  IEEE Transactions on Visualization and Computer Graphics (TVCG) | February 2003, Vol 9(1): pp. 43-55
  
  Publication Publication
- System and Method for Real Time Lip Synchronization
  
  Ying Huang, Stephen Lin, Baining Guo, Heung-Yeung Shum
  
  December 2002
  
  US Patent 7,133,535
  
  Publication
- Variational Specular Separation Using Color and Polarization
  
  Dae-Woong Kim, Stephen Lin, Ki-Sang Hong, Heung-Yeung Shum
  
  IAPR Workshop on Machine Vision Applications | December 2002
  
  Publication
- Single-image reflectance estimation for relighting by iterative soft grouping
  
  Yuanzhen Li, Stephen Lin, Sing Bing Kang, Hanqing Lu, Heung-Yeung Shum
  
  Pacific Conference on Computer Graphics and Applications (PG) | October 2002
  
  Publication
- Real-time Lip Synchronization Based on Hidden Markov Models
  
  Ying Huang, Stephen Lin, Xiaoqing Ding, Baining Guo, Heung-Yeung Shum
  
  Asian Conference on Computer Vision (ACCV) | October 2002
  
  Publication
- Multibaseline stereo in the presence of specular reflections
  
  Yuanzhen Li, Stephen Lin, Hanqing Lu, Sing Bing Kang, Heung-Yeung Shum
  
  International Conference on Pattern Recognition (ICPR) | August 2002
  
  Publication
- Diffuse-Specular Separation and Depth Recovery from Image Sequences
  
  Stephen Lin, Yuanzhen Li, Sing Bing Kang, Xin Tong, Heung-Yeung Shum
  
  European Conference on Computer Vision (ECCV) | May 2002
  
  Publication Publication
- Macrostructure modeling with microstructure reflectance slices
  
  Baining Guo, Stephen Lin, Heung-Yeung Shum, Ying-Qing Xu, Yanyun Chen
  
  August 2001
  
  US Patent 6961058 B2
  
  Publication
- Photorealistic rendering of knitwear using the lumislice
  
  Ying-Qing Xu, Yanyun Chen, Stephen Lin, Hua Zhong, Enhua Wu, Baining Guo, Heung-Yeung Shum
  
  SIGGRAPH '01: Proceedings of the 28th annual conference on Computer graphics and interactive techniques | August 2001
  
  Publication
- Separation of diffuse and specular reflection in color images
  
  Stephen Lin, Heung-Yeung Shum
  
  Computer Vision and Pattern Recognition (CVPR) | December 2001
  
  Publication
- An appearance representation for multiple reflection components
  
  Stephen Lin, Sang W. Lee
  
  Computer Vision and Pattern Recognition (CVPR) | June 2000
  
  Publication
- Photometric modeling of specular and diffuse appearance
  
  Stephen Lin
  
  May 2000
  
  ISBN: 0-599-83261-4
  
  Doctoral Dissertation
  
  Publication
- A representation of specular appearance
  
  Stephen Lin, Sang W. Lee
  
  International Conference on Computer Vision (ICCV) | September 1999
  
  Publication
- Estimation of diffuse and specular appearance
  
  Stephen Lin, Sang W. Lee
  
  International Conference on Computer Vision (ICCV) | September 1999
  
  Publication
- Generation of diffuse and specular appearance from photometric images
  
  Stephen Lin
  
  IEEE Workshop on Photometric Modeling for Computer Vision and Graphics | June 1999
  
  Publication
- Using chromaticity distributions and eigenspace analysis for pose-, illumination-, and specularity-invariant recognition of 3D objects
  
  Stephen Lin, Sang W. Lee
  
  Computer Vision and Pattern Recognition (CVPR) | June 1997
  
  Publication
- Detection of Specularity Using Stereo in Color and Polarization Space
  
  Stephen Lin, Sang W. Lee
  
  Computer Vision and Image Understanding (CVIU) | February 1997, Vol 65(2): pp. 336-346
  
  Publication
- Detection of specularity using stereo in color and polarization space
  
  Stephen Lin, Sang W. Lee
  
  International Conference on Pattern Recognition (ICPR) | August 1996
  
  Publication

- NuTime: Numerically Multi-Scaled Embedding for Large-Scale Time Series Pretraining
  
  Chenguo Lin, Xumeng Wen, Wei Cao, Congrui Huang, Jiang Bian, Stephen Lin, Zhirong Wu
  
  Transactions on Machine Learning Research | July 2024
  
  Publication
- GMConv: Modulating Effective Receptive Fields for Convolutional Kernels.
  
  Qi Chen, Chao Li, Jia Ning, Stephen Lin, Kun He
  
  IEEE Transactions on Neural Networks and Learning Systems | May 2024
  
  Publication
- Unifying Feature and Cost Aggregation with Transformers for Dense Correspondence
  
  Sunghwan Hong, Seokju Cho, Seungryong Kim, Stephen Lin
  
  International Conference on Learning Representations (ICLR) | May 2024
  
  Preprint
- Extreme Masking for Learning Instance and Distributed Visual Representations
  
  Zhirong Wu, Zihang Lai, Xiao Sun, Stephen Lin
  
  Transactions on Machine Learning Research | March 2023
  
  Publication
- Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning
  
  Zhenda Xie, Yutong Lin, Zheng Zhang, Yue Cao, Stephen Lin, Han Hu
  
  CVPR 2021 | June 2021
  
  Publication
- Cross-Iteration Batch Normalization
  
  Zhuliang Yao, Yue Cao, Shuxin Zheng, Gao Huang, Stephen Lin
  
  CVPR 2021 | June 2021
  
  Publication
- Deformable Kernels: Adapting Effective Receptive Fields for Object Deformation
  
  Hang Gao, Xizhou Zhu, Stephen Lin, Jifeng Dai
  
  International Conference on Learning Representations (ICLR) | April 2020
  
  Publication PDF
- Leveraging Multi-View Image Sets for Unsupervised Intrinsic Image Decomposition and Highlight Separation
  
  Renjiao Yi, Ping Tan, Stephen Lin
  
  AAAI Conference on Artificial Intelligence (AAAI) | February 2020
  
  DOI
- RepPoints: Point Set Representation for Object Detection
  
  Ze Yang, Shaohui Liu, Han Hu, Liwei Wang, Stephen Lin
  
  International Conference on Computer Vision (ICCV) | October 2019
  
  Publication
- DPSNet: End-to-end deep plane sweep stereo
  
  Sunghoon Im, Hae-Gon Jeon, Stephen Lin, In So Kweon
  
  International Conference on Learning Representations (ICLR) | May 2019
  
  Publication
- Recurrent transformer networks for semantic correspondence
  
  Seungryong Kim, Stephen Lin, Sang Ryul Jeon, Dongbo Min, Kwanghoon Sohn
  
  Advances in Neural Information Processing Systems (NeurIPS) | December 2018
  
  Publication
- Discrete-continuous transformation matching for dense semantic correspondence
  
  Seungryong Kim, Dongbo Min, Stephen Lin, Kwanghoon Sohn
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence | October 2018
  
  Publication
- Multi-context deep network for angle-closure glaucoma screening in anterior segment OCT
  
  Huazhu Fu, Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Baskaran Mani, Meenakshi Mahesh, Tin Aung, Jiang Liu
  
  Medical Image Computing and Computer Assisted Intervention (MICCAI) | September 2018
  
  Publication
- Faces as lighting probes via unsupervised deep highlight extraction
  
  Renjiao Yi, Chenyang Zhu, Ping Tan, Stephen Lin
  
  European Conference on Computer Vision (ECCV) | September 2018
  
  Publication
- Exposure: A White-Box Photo Post-Processing Framework
  
  Yuanming Hu, Hao He, Chenxi Xu, Baoyuan Wang, Stephen Lin
  
  ACM Transactions on Graphics (TOG) | July 2018, Vol 37(2)
  
  Publication PDF
- An appearance representation for multiple reflection components
  
  Stephen Lin, Sang W. Lee
  
  Computer Vision and Pattern Recognition (CVPR) | June 2000
  
  Publication
- Photometric modeling of specular and diffuse appearance
  
  Stephen Lin
  
  May 2000
  
  ISBN: 0-599-83261-4
  
  Doctoral Dissertation
  
  Publication
- A representation of specular appearance
  
  Stephen Lin, Sang W. Lee
  
  International Conference on Computer Vision (ICCV) | September 1999
  
  Publication
- Estimation of diffuse and specular appearance
  
  Stephen Lin, Sang W. Lee
  
  International Conference on Computer Vision (ICCV) | September 1999
  
  Publication
- Generation of diffuse and specular appearance from photometric images
  
  Stephen Lin
  
  IEEE Workshop on Photometric Modeling for Computer Vision and Graphics | June 1999
  
  Publication
- Using chromaticity distributions and eigenspace analysis for pose-, illumination-, and specularity-invariant recognition of 3D objects
  
  Stephen Lin, Sang W. Lee
  
  Computer Vision and Pattern Recognition (CVPR) | June 1997
  
  Publication
- Detection of Specularity Using Stereo in Color and Polarization Space
  
  Stephen Lin, Sang W. Lee
  
  Computer Vision and Image Understanding (CVIU) | February 1997, Vol 65(2): pp. 336-346
  
  Publication
- Detection of specularity using stereo in color and polarization space
  
  Stephen Lin, Sang W. Lee
  
  International Conference on Pattern Recognition (ICPR) | August 1996
  
  Publication
- GMConv: Modulating Effective Receptive Fields for Convolutional Kernels.
  
  Qi Chen, Chao Li, Jia Ning, Stephen Lin, Kun He
  
  IEEE Transactions on Neural Networks and Learning Systems | May 2024
  
  Publication
- You Only Need Less Attention Each Stage in Vision Transformers
  
  Shuoxi Zhang, Hanpeng Liu, Stephen Lin, Kun He
  
  The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2024 | May 2024
  
  Publication
- Unifying Feature and Cost Aggregation with Transformers for Dense Correspondence
  
  Sunghwan Hong, Seokju Cho, Seungryong Kim, Stephen Lin
  
  International Conference on Learning Representations (ICLR) | May 2024
  
  Preprint
- Randomized Quantization: A Generic Augmentation for Data Agnostic Self-supervised Learning
  
  Huimin Wu, Chenyang Lei, Xiao Sun, Pengju Wang, Qifeng Chen, Kwang-Ting Cheng, Stephen Lin, Zhirong Wu
  
  International Conference on Computer Vision (ICCV) | October 2023
  
  Publication
- Extreme Masking for Learning Instance and Distributed Visual Representations
  
  Zhirong Wu, Zihang Lai, Xiao Sun, Stephen Lin
  
  Transactions on Machine Learning Research | March 2023
  
  Publication
- Could Giant Pre-trained Image Models Extract Universal Representations?
  
  Yutong Lin, Ze Liu, Zheng Zhang, Han Hu, Nanning Zheng, Stephen Lin, Yue Cao
  
  Advances in Neural Information Processing Systems (NeurIPS) | December 2022
  
  Publication
- Animation from Blur: Multi-modal Blur Decomposition with Motion Guidance
  
  Zhihang Zhong, Xiao Sun, Zhirong Wu, Yinqiang Zheng, Stephen Lin, Imari Sato
  
  European Conference on Computer Vision (ECCV) | October 2022
  
  Publication
- Bringing Rolling Shutter Images Alive with Dual Reversed Distortion
  
  Zhihang Zhong, Mingdeng Cao, Xiao Sun, Zhirong Wu, Zhongyi Zhou, Yinqiang Zheng, Stephen Lin, Imari Sato
  
  European Conference on Computer Vision (ECCV) | October 2022
  
  Publication
- Cost Aggregation with 4D Convolutional Swin Transformer for Few-Shot Segmentation
  
  Sunghwan Hong, Seokju Cho, Jisu Nam, Stephen Lin, Seungryong Kim
  
  European Conference on Computer Vision (ECCV) | October 2022
  
  Publication
- Unsupervised Learning of Efficient Geometry-Aware Neural Articulated Representations
  
  Atsuhiro Noguchi, Xiao Sun, Stephen Lin, Tatsuya Harada
  
  European Conference on Computer Vision (ECCV) | October 2022
  
  Publication
- Cross-Model Pseudo-Labeling for Semi-Supervised Action Recognition
  
  Yinghao Xu, Fangyun Wei, Xiao Sun, Ceyuan Yang, Yujun Shen, Bo Dai, Bolei Zhou, Stephen Lin
  
  2022 Computer Vision and Pattern Recognition | April 2022
  
  Publication Publication
- Video Swin Transformer
  
  Ze Liu, Jia Ning, Yue Cao, Yixuan Wei, Zheng Zhang, Stephen Lin, Han Hu
  
  CVPR 2022 | April 2022
  
  Publication
- A Simple Multi-Modality Transfer Learning Baseline for Sign Language Translation
  
  Yutong Chen, Fangyun Wei, Xiao Sun, Zhirong Wu, Stephen Lin
  
  2022 Computer Vision and Pattern Recognition | March 2022
  
  Publication Publication
- Bootstrap Your Object Detector via Mixed Training
  
  Mengde Xu, Zheng Zhang, Fangyun Wei, Yutong Lin, Yue Cao, Stephen Lin, Han Hu, Xiang Bai
  
  NeurIPS 2021 | December 2021
  
  Publication
- The Emergence of Objectness: Learning Zero-shot Segmentation from Videos
  
  Runtao Liu, Zhirong Wu, Stella Yu, Stephen Lin
  
  NeurIPS 2021 | December 2021
  
  Publication
- Aligning Pretraining for Detection via Object-Level Contrastive Learning
  
  Fangyun Wei, Yue Gao, Zhirong Wu, Han Hu, Stephen Lin
  
  NeurIPS 2021 | December 2021
  
  Publication
- Swin Transformer: Hierarchical Vision Transformer Using Shifted Windows
  
  Ze Liu, Yutong Lin, Yue Cao, Han Hu, Yixuan Wei, Zheng Zhang, Stephen Lin, Baining Guo
  
  ICCV 2021 | October 2021
  
  Marr Prize – Best Paper Prize
  
  Publication
- ACP++: Action Co-Occurrence Priors for Human-Object Interaction Detection
  
  Dong-Jin Kim, Xiao Sun, Jinsoo Choi, Stephen Lin, In So Kweon
  
  IEEE Transactions on Image Proccessing (TIP) | September 2021, Vol 30: pp. 9150-9163
  
  Publication
- Neural Articulated Radiance Field
  
  Atsuhiro Noguchi, Xiao Sun, Stephen Lin, Tatsuya Harada
  
  ICCV 2021 | September 2021
  
  Publication
- Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning
  
  Zhenda Xie, Yutong Lin, Zheng Zhang, Yue Cao, Stephen Lin, Han Hu
  
  CVPR 2021 | June 2021
  
  Publication
- Cross-Iteration Batch Normalization
  
  Zhuliang Yao, Yue Cao, Shuxin Zheng, Gao Huang, Stephen Lin
  
  CVPR 2021 | June 2021
  
  Publication
- Instance Localization for Self-supervised Detection Pretraining
  
  Ceyuan Yang, Zhirong Wu, Bolei Zhou, Stephen Lin
  
  CVPR 2021 | June 2021
  
  Publication
- What Makes Instance Discrimination Good for Transfer Learning
  
  Nanxuan Zhao, Zhirong Wu, Rynson W. H. Lau, Stephen Lin
  
  International Conference on Learning Representations (ICLR) | May 2021
  
  PDF Publication
- Distilling Localization for Contrastive Representation Learning
  
  Nanxuan Zhao, Zhirong Wu, Rynson W.H. Lau, Stephen Lin
  
  AAAI Conference on Artificial Intelligence (AAAI) | February 2021
  
  Publication
- Learning Monocular Depth in Dynamic Scenes via Instance-Aware Projection Consistency
  
  Seokju Lee, Sunghoon Im, Stephen Lin, In So Kweon
  
  AAAI Conference on Artificial Intelligence (AAAI) | February 2021
  
  Publication
- Global Context Networks
  
  Yue Cao, Jiarui Xu, Stephen Lin, Fangyun Wei, Han Hu
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI) | December 2020
  
  Publication Publication
- RepPoints v2: Verification Meets Regression for Object Detection
  
  Yihong Chen, Zheng Zhang, Yue Cao, Liwei Wang, Stephen Lin, Han Hu
  
  Neural Information Processing Systems (NeurIPS) | December 2020
  
  Publication
- Disentangled Non-Local Neural Networks
  
  Minghao Yin, Zhuliang Yao, Yue Cao, Xiu Li, Zheng Zhang, Stephen Lin, Han Hu
  
  European Conference on Computer Vision (ECCV) | August 2020
  
  Publication
- Dense RepPoints: Representing Visual Objects with Dense Point Sets
  
  Ze Yang, Yinghao Xu, Han Xue, Zheng Zhang, Raquel Urtasun, Liwei Wang, Stephen Lin, Han Hu
  
  European Conference on Computer Vision (ECCV) | August 2020
  
  Publication
- Object-based Illumination Estimation with Rendering-aware Neural Networks
  
  Xin Wei, Guojun Chen, Yue Dong, Stephen Lin, Xin Tong
  
  European Conference on Computer Vision (ECCV) | August 2020
  
  Publication
- Detecting Human-Object Interactions with Action Co-occurrence Priors
  
  Dong-Jin Kim, Xiao Sun, Jinsoo Choi, Stephen Lin, In So Kweon
  
  European Conference on Computer Vision (ECCV) | August 2020
  
  Publication
- Point-Set Anchors for Object Detection, Instance Segmentation and Pose Estimation
  
  Fangyun Wei, Xiao Sun, Hongyang Li, Jingdong Wang, Stephen Lin
  
  European Conference on Computer Vision (ECCV) | August 2020
  
  Publication
- SRNet: Improving Generality in 3D Human Pose Estimation with a Split-and-Recombine Approach
  
  Ailing Zeng, Xiao Sun, Fuyang Huang, Minhao Liu, Qiang Xu, Stephen Lin
  
  European Conference on Computer Vision (ECCV) | August 2020
  
  Publication
- Spatially Adaptive Inference with Stochastic Feature Sampling and Interpolation
  
  Zhenda Xie, Zheng Zhang, Xizhou Zhu, Gao Huang, Stephen Lin
  
  European Conference on Computer Vision (ECCV) | August 2020
  
  Publication
- A Transductive Approach for Video Object Segmentation
  
  Yizhuo Zhang, Zhirong Wu, Houwen Peng, Stephen Lin
  
  Computer Vision and Pattern Recognition (CVPR) | June 2020
  
  Publication PDF
- Single Image Reflection Removal through Cascaded Refinement
  
  Chao Li, Yixiao Yang, Kun He, Stephen Lin, John E. Hopcroft
  
  Computer Vision and Pattern Recognition (CVPR) | June 2020
  
  Publication PDF
- Deformable Kernels: Adapting Effective Receptive Fields for Object Deformation
  
  Hang Gao, Xizhou Zhu, Stephen Lin, Jifeng Dai
  
  International Conference on Learning Representations (ICLR) | April 2020
  
  Publication PDF
- Leveraging Multi-View Image Sets for Unsupervised Intrinsic Image Decomposition and Highlight Separation
  
  Renjiao Yi, Ping Tan, Stephen Lin
  
  AAAI Conference on Artificial Intelligence (AAAI) | February 2020
  
  DOI
- Dense Cross-Modal Correspondence Estimation with the Deep Self-Correlation Descriptor
  
  Seungryong Kim, Dongbo Min, Stephen Lin, Kwanghoon Sohn
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence | January 2020
  
  Publication
- Learning Residual Flow as Dynamic Motion from Stereo Videos
  
  Seokju Lee, Sunghoon Im, Stephen Lin, In So Kweon
  
  Intelligent Robots and Systems (IROS) | November 2019
  
  Publication PDF
- Makeup Removal via Bidirectional Tunable De-Makeup Network
  
  Chong Cao, Feng Lu, Chen Li, Stephen Lin, Xukun Shen
  
  IEEE Transactions on Multimedia | November 2019, Vol 21(11)
  
  Publication
- Explicit Spatiotemporal Joint Relation Learning for Tracking Human Pose
  
  Xiao Sun, Chuankang Li, Stephen Lin
  
  International Conference on Computer Vision Workshops | October 2019
  
  Publication
- Deep Metric Transfer for Label Propagation with Limited Annotated Data
  
  Bin Liu, Zhirong Wu, Han Hu, Stephen Lin
  
  International Conference on Computer Vision Workshops | October 2019
  
  Publication
- GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond
  
  Yue Cao, Jiarui Xu, Stephen Lin, Fangyun Wei, Han Hu
  
  International Conference on Computer Vision Workshops | October 2019
  
  Publication
- Deep Depth from Uncalibrated Small Motion Clip
  
  Sunghoon Im, Hyowon Ha, Hae-Gon Jeon, Stephen Lin, In So Kweon
  
  IEEE Transactions on Pattern Recognition and Machine Intelligence | October 2019
  
  Publication
- An Empirical Study of Spatial Attention Mechanisms in Deep Networks
  
  Xizhou Zhu, Dazhi Cheng, Zheng Zhang, Stephen Lin, Jifeng Dai
  
  International Conference on Computer Vision (ICCV) | October 2019
  
  Publication
- RepPoints: Point Set Representation for Object Detection
  
  Ze Yang, Shaohui Liu, Han Hu, Liwei Wang, Stephen Lin
  
  International Conference on Computer Vision (ICCV) | October 2019
  
  Publication
- Visuomotor Understanding for Representation Learning of Driving Scenes
  
  Seokju Lee, Junsik Kim, Tae-Hyun Oh, Yongseop Jeong, Donggeun Yoo, Stephen Lin, In So Kweon
  
  British Machine Vision Conference (BMVC) | September 2019
  
  Publication
- A Deep Learning System for Automated Angle-Closure Detection in Anterior Segment Optical Coherence Tomography Images
  
  Huazhu Fu, Mani Baskaran, Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Jiang Liu, Tin A. Tun, Meenakshi Mahesh, Shamira A. Perera, Tin Aung
  
  American Journal of Ophthalmology | July 2019, Vol 203: pp. 37-45
  
  Publication
- Local Relation Networks for Image Recognition
  
  Han Hu, Zheng Zhang, Zhenda Xie, Stephen Lin
  
  Computer Vision and Pattern Recognition (CVPR) | June 2019
  
  Publication
- Deformable ConvNets v2: More Deformable, Better Results
  
  Xizhou Zhu, Han Hu, Stephen Lin, Jifeng Dai
  
  Computer Vision and Pattern Recognition (CVPR) | June 2019
  
  Publication
- DPSNet: End-to-end deep plane sweep stereo
  
  Sunghoon Im, Hae-Gon Jeon, Stephen Lin, In So Kweon
  
  International Conference on Learning Representations (ICLR) | May 2019
  
  Publication
- Angle-Closure Detection in Anterior Segment OCT Based on Multilevel Deep Network
  
  Huazhu Fu, Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Mani Baskaran, Meenakshi Mahesh, Tin Aung, Jiang Liu
  
  IEEE Transactions on Cybernetics | February 2019, Vol 50(7): pp. 3358-3366
  
  Publication PDF
- Recurrent transformer networks for semantic correspondence
  
  Seungryong Kim, Stephen Lin, Sang Ryul Jeon, Dongbo Min, Kwanghoon Sohn
  
  Advances in Neural Information Processing Systems (NeurIPS) | December 2018
  
  Publication
- Discrete-continuous transformation matching for dense semantic correspondence
  
  Seungryong Kim, Dongbo Min, Stephen Lin, Kwanghoon Sohn
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence | October 2018
  
  Publication
- Multi-context deep network for angle-closure glaucoma screening in anterior segment OCT
  
  Huazhu Fu, Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Baskaran Mani, Meenakshi Mahesh, Tin Aung, Jiang Liu
  
  Medical Image Computing and Computer Assisted Intervention (MICCAI) | September 2018
  
  Publication
- Faces as lighting probes via unsupervised deep highlight extraction
  
  Renjiao Yi, Chenyang Zhu, Ping Tan, Stephen Lin
  
  European Conference on Computer Vision (ECCV) | September 2018
  
  Publication
- Exposure: A White-Box Photo Post-Processing Framework
  
  Yuanming Hu, Hao He, Chenxi Xu, Baoyuan Wang, Stephen Lin
  
  ACM Transactions on Graphics (TOG) | July 2018, Vol 37(2)
  
  Publication PDF
- A high-quality denoising dataset for smartphone cameras
  
  Abdelrahman Abdelhamed, Stephen Lin, Michael S Brown
  
  Computer Vision and Pattern Recognition (CVPR) | June 2018
  
  Publication
- Physically-Based Simulation of Cosmetics via Intrinsic Image Decomposition with Facial Priors
  
  Chen Li, Kun Zhou, Hsiang-Tao Wu, Stephen Lin
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence | May 2018, Vol 46(6): pp. 1455-1469
  
  Publication
- Face inpainting based on high-level facial attributes
  
  Mahdi Jampour, Chen Li, Lap-Fai Yu, Kun Zhou, Stephen Lin, Horst Bischof
  
  Computer Vision and Image Understanding | August 2017, Vol 161: pp. 29-41
  
  Publication Publication
- Specular Highlight Removal in Facial Images
  
  Chen Li, Stephen Lin, Kun Zhou, Katsushi Ikeuchi
  
  Computer Vision and Pattern Recognition (CVPR) | July 2017
  
  Publication
- Radiometric Calibration from Faces in Images
  
  Chen Li, Stephen Lin, Kun Zhou, Katsushi Ikeuchi
  
  Computer Vision and Pattern Recognition (CVPR) | July 2017
  
  Publication
- FC4: Fully Convolutional Color Constancy with Confidence-weighted Pooling
  
  Yuanming Hu, Baoyuan Wang, Stephen Lin
  
  Computer Vision and Pattern Recognition (CVPR) | July 2017
  
  Publication
- FCSS: Fully Convolutional Self-Similarity for Dense Semantic Correspondence
  
  Seungryong Kim, Dongbo Min, Bumsub Ham, Sangryul Jeon, Stephen Lin, Kwanghoon Sohn
  
  Computer Vision and Pattern Recognition (CVPR) | July 2017
  
  Publication
- DCTM: Discrete-Continuous Transformation Matching for Semantic Flow
  
  Seungryong Kim, Dongbo Min, Stephen Lin, Kwanghoon Sohn
  
  International Conference on Computer Vision (ICCV) | July 2017
  
  Publication
- Segmentation and Quantification for Angle-Closure Glaucoma Assessment in Anterior Segment OCT
  
  Huazhu Fu, Yanwu Xu, Stephen Lin, Xiaoqin Zhang, Damon Wing Kee Wong, Jiang Liu, Alejandro F. Frangi, Mani Baskaran, Tin Aung
  
  IEEE Transactions on Medical Imaging (TMI) | May 2017, Vol 36(9): pp. 1930-1938
  
  Publication Publication
- Object-Based Multiple Foreground Segmentation in RGBD Video
  
  Huazhu Fu, Dong Xu, Stephen Lin
  
  IEEE Transactions on Image Processing | January 2017, Vol 26(3): pp. 1418-1427
  
  Publication Publication
- High resolution multispectral image capture
  
  Stephen Lin, Xin Tong, Xun Cao
  
  December 2016
  
  US Patent 20170094233 A1
  
  Publication
- DeepVessel: Retinal Vessel Segmentation via Deep Learning and Conditional Random Field
  
  Huazhu Fu, Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Jiang Liu
  
  Medical Image Computing and Computer Assisted Intervention (MICCAI) | October 2016
  
  Publication
- Deep Self-correlation Descriptor for Dense Cross-Modal Correspondence
  
  Seungryong Kim, Dongbo Min, Stephen Lin, Kwanghoon Sohn
  
  European Conference on Computer Vision (ECCV) | September 2016
  
  Publication
- Unified Depth Prediction and Intrinsic Image Decomposition from a Single Image via Joint Convolutional Neural Fields
  
  Seungryong Kim, Kihong Park, Kwanghoon Sohn, Stephen Lin
  
  European Conference on Computer Vision (ECCV) | September 2016
  
  Publication
- Computational Snapshot Multispectral Cameras: Toward dynamic capture of the spectral world
  
  Xun Cao, Tao Yue, Xing Lin, Stephen Lin, Xin Yuan, Qionghai Dai, Lawrence Carin, David J. Brady
  
  IEEE Signal Processing Magazine (SPM) | September 2016, Vol 33(5): pp. 95-108
  
  Publication Publication
- Image Deblurring Using Smartphone Inertial Sensors
  
  Zhe Hu, Lu Yuan, Stephen Lin, Ming-Hsuan Yang
  
  Computer Vision and Pattern Recognition (CVPR) | August 2016
  
  Publication
- Bayesian Depth-from-Defocus with Shading Constraints
  
  Chen Li, Shuochen Su, Yasuyuki Matsushita, Kun Zhou, Stephen Lin
  
  IEEE Transactions on Image Processing (TIP) | February 2016
  
  Publication
- Automatic Thumbnail Generation Based on Visual Representativeness and Foreground Recognizability
  
  Jingwei Huang, Huarong Chen, Bin Wang, Stephen Lin
  
  International Conference on Computer Vision (ICCV) | December 2015
  
  Publication
- Automatic Feature Learning to Grade Nuclear Cataracts Based on Deep Learning
  
  Xinting Gao, Stephen Lin, Tien Yin Wong
  
  IEEE Transactions on Biomedical Engineering (TBME) | November 2015, Vol 62(11): pp. 2693-2701
  
  Publication Publication
- Object-based Multiple Foreground Video Co-segmentation via Multi-State Selection Graph
  
  Huazhu Fu, Dong Xu, Bao Zhang, Stephen Lin, Rabab Kreidieh Ward
  
  IEEE Transactions on Image Processing | November 2015, Vol 24(11): pp. 3415-3424
  
  Publication Publication
- Adaptive Pooling over Multiple Trajectory Attributes for Action Recognition
  
  Wangjiang Zhu, Baoyuan Wang, Stephen Lin
  
  Advanced Video- and Signal-based Surveillance (AVSS) | October 2015
  
  Publication Publication
- Continuous Symmetric Stereo with Adaptive Outlier Handling
  
  Chen Li, Lap-Fai Yu, Zhichao Lu, Yasuyuki Matsushita, Kun Zhou, Stephen Lin
  
  International Conference on 3D Vision (3DV) | October 2015
  
  Publication Publication
- Image based relighting using neural networks
  
  Peiran Ren, Yue Dong, Stephen Lin, Xin Tong, Baining Guo
  
  ACM Transactions on Graphics (TOG) | August 2015, Vol 34(4)
  
  Publication Publication
- Simulating Makeup Through Physics-Based Manipulation of Intrinsic Image Layers
  
  Chen Li, Kun Zhou, Stephen Lin
  
  Computer Vision and Pattern Recognition (CVPR) | June 2015
  
  Publication
- Data-Driven Depth Map Refinement via Multi-Scale Sparse Representation
  
  HyeokHyen Kown, Yu-Wing Tai, Stephen Lin
  
  Computer Vision and Pattern Recognition (CVPR) | June 2015
  
  Publication
- Object-based RGBD image co-segmentation with mutex constraint
  
  Huazhu Fu, Dong Xu, Stephen Lin, Jiang Liu
  
  Computer Vision and Pattern Recognition (CVPR) | June 2015
  
  Publication Publication
- Automatic Optic Disc Detection in OCT Slices via Low-Rank Reconstruction
  
  Huazhu Fu, Dong Xu, Stephen Lin, Damon Wing Kee Wong, Jiang Liu
  
  IEEE Transactions on Biomedical Engineering (TBME) | April 2015, Vol 62(4): pp. 1151-1158
  
  Publication Publication
- Image Classification With Densely Sampled Image Windows and Generalized Adaptive Multiple Kernel Learning
  
  Shengye Yan, Xinxing Xu, Dong Xu, Stephen Lin, Xuelong Li
  
  IEEE Transactions on Cybernetics (TCYB) | March 2015, Vol 45(3): pp. 381-390
  
  Publication Publication
- Change-Based Image Cropping with Exclusion and Compositional Features
  
  Jianzhou Yan, Stephen Lin, Sing Bing Kang, Xiaoou Tang
  
  International Journal of Computer Vision (IJCV) | February 2015
  
  Publication Publication
- A Visual Evaluation Framework for In-Home Physical Evaluation
  
  Naimul Mefraz Khan, Stephen Lin, Ling Guan, Baining Guo
  
  International Symposium on Multimedia (ISM) | December 2014
  
  Publication
- Automatic Feature Learning to Grade Nuclear Cataracts Based on Deep Learning
  
  Xinting Gao, Stephen Lin, Tien Yin Wong
  
  Asian Conference on Computer Vision (ACCV) | November 2014
  
  Publication
- Acquisition of High Spatial and Spectral Resolution Video with a Hybrid Camera System
  
  Chenguang Ma, Xun Guo, Xin Tong, Qionghai Dai, Stephen Lin
  
  International Journal of Computer Vision (IJCV) | November 2014, Vol 110: pp. 141-155
  
  Publication Publication
- Alpha Matting of Motion-Blurred Objects in Bracket Sequence Images
  
  Heesoo Myeong, Stephen Lin, Kyoung Mu Lee
  
  European Conference on Computer Vision (ECCV) | September 2014
  
  Publication
- Intrinsic Face Image Decomposition with Human Face Priors
  
  Chen Li, Kun Zhou, Stephen Lin
  
  European Conference on Computer Vision (ECCV) | September 2014
  
  Publication Publication
- Object-based Multiple Foreground Video Co-segmentation
  
  Huazhu Fu, Dong Xu, Bao Zhang, Stephen Lin
  
  Computer Vision and Pattern Recognition (CVPR) | June 2014
  
  Publication
- A Learning-to-Rank Approach for Image Color Enhancement
  
  Jianzhou Yan, Stephen Lin, Sing Bing Kang, Xiaoou Tang
  
  Computer Vision and Pattern Recognition (CVPR) | June 2014
  
  Publication Publication
- Optic Cup Segmentation for Glaucoma Detection Using Low-Rank Superpixel Representation
  
  Yanwu Xu, Lixin Duan, Stephen Lin, Xiangyu Chen, Damon Wing Kee Wong, Tien Yin Wong, Jiang Liu
  
  Medical Image Computing and Computer Assisted Intervention (MICCAI) | April 2014
  
  Publication
- Material Appearance Modeling: A Data-Coherent Approach
  
  Yue Dong, Stephen Lin, Baining Guo
  
  Published by Springer-Verlag Berlin Heidelberg 2013 | August 2013
  
  ISBN: 978-3-642-35776-3
  
  Publication Publication
- Automatic Grading of Nuclear Cataracts from Slit-Lamp Lens Images Using Group Sparsity Regression
  
  Yanwu Xu, Xinting Gao, Stephen Lin, Damon Wing Kee Wong, Jiang Liu, Dong Xu, Ching Yu Cheng, Carol Y. Cheung, Tien Yin Wong
  
  International Conference on Medical Image Computing and Computer-Assisted Intervention | July 2013
  
  Publication
- Global illumination with radiance regression functions
  
  Peiran Ren, Jiaping wang, Minmin Gong, Stephen Lin, Xin Tong, Baining Guo
  
  ACM Transactions on Graphics (TOG) - SIGGRAPH 2013 Conference Proceedings | July 2013, Vol 32(4)
  
  Publication Publication
- Shading-Based Shape Refinement of RGB-D Images
  
  Lap-Fai Yu, Sai-Kit Yeung, Yu-Wing Tai, Stephen Lin
  
  2013 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | June 2013
  
  Publication Publication
- Learning the Change for Automatic Image Cropping
  
  J. Yan, X. Tang, Stephen Lin, Sing Bing Kang
  
  IEEE Conference on Computer Vision and Pattern Recognition | June 2013
  
  Publication Download
- Enhanced Photometric Stereo with Multispectral Images
  
  Tsuyoshi Takatani, Stephen Lin, Yasuhiro Mukaigawa, Yasushi Yagi
  
  May 2013
  
  Publication
- Interactive SVBRDF Modeling from a Single Image
  
  Yue Dong, Stephen Lin, Baining Guo
  
  Material Appearance Modeling: A Data-Coherent Approach | 2013
  
  Publication
- Modeling Textured Translucent Materials with Lazy Solid Texture Synthesis
  
  Yue Dong, Stephen Lin, Baining Guo
  
  Material Appearance Modeling: A Data-Coherent Approach | 2013
  
  Publication
- Modeling Subsurface Light Transport with the Kernel NystrÃ¶m Method
  
  Yue Dong, Stephen Lin, Baining Guo
  
  Material Appearance Modeling: A Data-Coherent Approach | 2013
  
  Publication
- Surface Reflectance Overview
  
  Yue Dong, Stephen Lin, Baining Guo
  
  Material Appearance Modeling: A Data-Coherent Approach | 2013
  
  Publication
- Overview of Material Fabrication
  
  Yue Dong, Stephen Lin, Baining Guo
  
  Physical Review B Material Appearance Modeling: A Data-Coherent Approach | May 2013, pp. 143-151
  
  Publication
- Overview of Subsurface Light Transport
  
  Yue Dong, Stephen Lin, Baining Guo
  
  Material Appearance Modeling: A Data-Coherent Approach | May 2013, pp. 75-78
  
  Publication
- Bayesian Depth-from-Defocus with Shading Constraints
  
  Chen Li, Shuochen Su, Yasuyuku Matsushita, Kun Zhou, Stephen Lin
  
  The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013 | April 2013
  
  Publication
- Semantically-Based Human Scanpath Estimation with HMMs
  
  Huiying Liu, Dong Xu, Qingming Huang, Wen Li, Min Xu, Stephen Lin
  
  The IEEE International Conference on Computer Vision (ICCV), 2013 | April 2013
  
  Publication
- Efficient Reconstruction-Based Optic Cup Localization for Glaucoma Screening
  
  Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Jiang Liu, Dong Xu
  
  International Conference on Medical Image Computing and Computer-Assisted Intervention | April 2013
  
  Publication
- Efficient SVBRDF Acquisition with Manifold Bootstrapping
  
  Yue Dong, Stephen Lin, Baining Guo
  
  Material Appearance Modeling: A Data-Coherent Approach | April 2013, pp. 27-48
  
  Publication
- Image-based clothes animation for virtual fitting
  
  Zhenglong Zhou, Bo Shu, Zhaojie Zhuo, Xiaoming Deng, Ping Tan, Stephen Lin
  
  SA '12 SIGGRAPH Asia 2012 Technical Briefs | December 2012
  
  Publication Publication
- Removal of dust artifacts in focal stack image sequences
  
  Chen Li, Kun Zhou, Stephen Lin
  
  2012 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | November 2012
  
  Publication
- Estimation of Intrinsic Image Sequences from Image+Depth Video
  
  Kyong Joon Lee, Qi Zhao, Xin Tong, Minmin Gong, Shahram Izadi, Sang Uk Lee, Ping Tan, Stephen Lin
  
  ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VI | October 2012
  
  ISBN: 978-3-642-33782-6
  
  Publication Publication
- Modeling and rendering of heterogeneous translucent materials using the diffusion equation
  
  Jiaping Wang, Stephen Lin, Baining Guo
  
  August 2012
  
  US Patent 8243071 B2
  
  Publication
- Beyond Spatial Pyramids: A New Feature Extraction Framework with Dense Spatial Sampling for Image Classification
  
  Shengye Yan, Xinxing Xu, Dong Xu, Stephen Lin, Xuelong Li
  
  European Conference on Computer Vision 2012 | August 2012
  
  Publication
- Rendering global light transport in real-time using machine learning
  
  Jiaping Wang, Peiran Ren, Baining Guo, Minmin Gong, Xin Tong, Stephen Lin
  
  June 2012
  
  US Patent 9684996 B2
  
  Publication
- Motion-aware noise filtering for deblurring of noisy and blurry images
  
  Yu-Wing Tai, Stephen Lin
  
  2012 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | June 2012
  
  Publication Publication
- TransCut: Interactive Rendering of Translucent Cutouts
  
  Dongping Li, Xin Sun, Zhong Ren, Stephen Lin, Yiying Tong, Baining Guo, Kun Zhou
  
  IEEE Transactions on Visualization and Computer Graphics | May 2012, Vol 19(3): pp. 484-494
  
  Publication Publication
- Efficient Optic Cup Detection from Intra-image Learning with Retinal Structure Priors
  
  Yanwu Xu, Jiang Liu, Stephen Lin, Dong Xu, Carol Y. Cheung, Tin Aung, Tien Yin Wong
  
  International Conference on Medical Image Computing and Computer-Assisted Intervention | April 2012
  
  Publication
- Fully Convolutional Color Constancy with Confidence-weighted Pooling
  
  Yuanming Hu, Baoyuan Wang, Stephen Lin
  
  April 2012
  
  Publication
- A Closed-Form Solution to Retinex with Nonlocal Texture Constraints
  
  Qi Zhao, Ping Tan, Qiang Dai, Li Shen, Enhua Wu, Stephen Lin
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence | April 2012, Vol 34(7): pp. 1437-1444
  
  Publication Publication
- A New In-Camera Imaging Model for Color Computer Vision and Its Application
  
  Seon Joo Kim, Hai Ting Lin, Zheng Lu, Sabine Strunk, Stephen Lin, Michael S. Brown
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence | February 2012, Vol 34(12): pp. 2289-2302
  
  Publication Publication
- Semantic colorization with internet images
  
  Alex Yong-Sang Chia, Shaojie Zhuo, Raj Kumar Gupta, Yu-Wing Tai, Siu-Teung Cho, Ping Tan, Stephen Lin
  
  ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH Asia 2011 | December 2011
  
  Publication Publication
- A Prism-Mask System for Multispectral Video Acquisition
  
  Xun Cao, Hao Du, Xin Tong, Qionghai Dai, Stephen Lin
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence | December 2011, Vol 33(12): pp. 2423-2435
  
  Publication Publication
- Detection of Sudden Pedestrian Crossings for Driving Assistance Systems
  
  Yanwu Xu, Dong Xu, Stephen Lin, Tony X. Han, Xiambin Cao, Xuelong Li
  
  IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) | November 2011, Vol 42(3): pp. 729-739
  
  Publication Publication
- Real-time rendering of light-scattering media
  
  Kun Zhou, Zhong Ren, Stephen Lin, Baining Guo, Harry Shum
  
  US Patent 8009168 B2 | August 2011
  
  Publication
- Line space gathering for single scattering in large scenes
  
  Sun Xin, Stephen Lin, Baining Guo
  
  April 2011
  
  US Patent 8922556 B2
  
  Publication
- Sliding Window and Regression Based Cup Detection in Digital Fundus Images for Glaucoma Diagnosis
  
  Yanwu Xu, Dong Xu, Stephen Lin, Jiang Liu, Jun Cheng, Carol Y. Cheung, Tin Aung, Tien Yin Wong
  
  International Conference on Medical Image Computing and Computer-Assisted Intervention | April 2011
  
  Publication
- Interactive relighting with dynamic reflectance
  
  Kun Zhou, Yanyun Chen, Stephen Lin, Baining Guo
  
  February 2011
  
  US Patent 7884820 B2
  
  Publication
- Coded Aperture Pairs for Depth from Defocus and Defocus Deblurring
  
  Changyin Zhou, Stephen Lin, Shree K. Nayar
  
  International Journal of Computer Vision | December 2010, Vol 93(1): pp. 53-72
  
  Publication Publication
- Coded exposure imaging for projective motion deblurring
  
  Yu-Wing Tai, Naejin Kong, Stephen Lin, Sung Yong Shin
  
  2010 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | June 2010
  
  Publication Publication
- Line space gathering for single scattering in large scenes
  
  Xin Sun, Kun Zhou, Stephen Lin, Baining Guo
  
  ACM Transactions on Graphics (TOG) | June 2010, Vol 29(4)
  
  Publication Publication
- Single-image optical center estimation from vignetting and tangential gradient symmetry
  
  Yuanjie Zheng, Chandra Kambhamettu, Stephen Lin
  
  2009 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | June 2010
  
  Publication Publication
- Message from the Guest Editors-In-Chief
  
  Toshikazu Wada, Fay Huang, Stephen Lin
  
  IPSJ Transactions on Computer Vision and Applications | March 2010, Vol 2: pp. 15
  
  Publication Publication
- A Prism-based System for Multispectral Video Acquisition
  
  Hao Du, Xin Tong, Xun Guo, Stephen Lin
  
  Computer Vision, 2009 IEEE 12th International Conference on | October 2009
  
  ISBN: 978-1-4244-4420-5
  
  Publication Publication Publication
- Coded aperture pairs for depth from defocus
  
  Changyin Zhou, Stephen Lin, Shree Nayar
  
  2009 IEEE 12th International Conference on Computer Vision | September 2009
  
  Publication Publication
- Correction of spatially varying image and video motion blur using a hybrid camera
  
  Yu-Wing Tai, Hao Du, Michael S. Brown, Stephen Lin
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence | May 2009, Vol 32(6): pp. 1012-1028
  
  Publication Publication
- Detail Recovery for Single-image Defocus Blur
  
  Yu-Wing Tai, Huixuan Tang, Michael S. Brown, Stephen Lin
  
  Special Issue on MIRU2008 Invited Paper | March 2009
  
  Publication Publication
- Enhancing Bilinear Subspace Learning by Element Rearrangement
  
  Dong Xu, Shuicheng Yan, Stephen Lin, Thomas S. Huang, Shih-Fu Chang
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence | February 2009, Vol 31(10): pp. 1913-1920
  
  Publication Publication
- Advances in Image and Video Technology: Third Pacific Rim Symposium
  
  Toshikazu Wada, Fay Huang, Stephen Lin
  
  PSIVT 2009, Tokyo, Japan, | January 2009
  
  Publication
- Intrinsic colorization
  
  Xiaopei Liu, Liang Wan, Yinqqe Qu, Tien-Tsin Wong, Stephen Lin, Chi-Sing Leung, Pheng-Ann Heng
  
  ACM SIGGRAPH Asia 2008 | December 2008
  
  Publication Publication
- Rendering in scattering media
  
  Zhong Ren, Kun Zhou, Stephen Lin, Baining Guo
  
  October 2008
  
  US Patent 20100085360 A1
  
  Publication
- Gradient-based Interpolation and Sampling for Real-time Rendering of Inhomogeneous, Single-scattering Media
  
  Zhong Ren, Kun Zhou, Stephen Lin, Baining Guo
  
  Computer Graphics Forum | October 2008, Vol 27(7): pp. 1945-1953
  
  Publication Publication
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  Dong Xu, Shuicheng Yan, Stephen Lin, Thomas S. Huang
  
  IEEE Transactions on Circuits and Systems for Video Technology | September 2008, Vol 18(12): pp. 1753-1759
  
  Publication Publication
- Intrinsic image decomposition with non-local texture cues
  
  Li Shen, Ping Tan, Stephen Lin
  
  IEEE Conference on Computer Vision and Pattern Recognition, 2008. CVPR 2008. | June 2008
  
  Publication Publication
- Single-image vignetting correction using radial gradient symmetry
  
  Yuanjie Zheng, Jingyi Yu, Stephen Lin, Sing Bing Kang, Chandra Khambamettu
  
  IEEE Conference on Computer Vision and Pattern Recognition | June 2008
  
  Publication Publication
- Subpixel Photometric Stereo
  
  Ping Tan, Stephen Lin, Long Quan
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence | June 2008, Vol 30(8)
  
  Publication Publication
- Supplementary Material: Radiometric Calibration from Faces in Images
  
  Chen Li, Stephen Lin, Kun Zhou, Katsushi Ikeuchi
  
  June 2008
  
  Publication
- Reconstruction and Recognition of Tensor-Based Objects With Concurrent Subspaces Analysis
  
  Dong Xu, Shuicheng Yan, Lei Zhang, Stephen Lin, Hong-Jiang Zhang, Thomas S. Huang
  
  IEEE Transactions on Circuits and Systems for Video Technology | January 2008, Vol 18(1): pp. 36-47
  
  Publication Publication
- Filtering and Rendering of Resolution-Dependent Reflectance Models
  
  Ping Tan, Long Quan, Stephen Lin, Baining Guo, Harry Shum
  
  IEEE Transactions on Visualization and Computer Graphics | January 2008, Vol 14(2): pp. 412-425
  
  Publication Publication
- Rank-One Projections With Adaptive Margins for Face Recognition
  
  Dong Xu, Stephen Lin, Shuicheng Yan, Xiaoou Tang
  
  IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) | September 2007, Vol 37(5): pp. 1226-1236
  
  Publication Publication
- A Probabilistic Intensity Similarity Measure based on Noise Distributions
  
  Yasuyuki Matsushita, Stephen Lin
  
  IEEE Conference on Computer Vision and Pattern Recognition CVPR '07 | July 2007
  
  Publication Publication
- Interactive relighting with dynamic BRDFs
  
  Xin Sun, Kun Zhou, Stephen Lin, Yanyun Chen, Jiaoying Shi, Baining Guo
  
  ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2007 | July 2007, Vol 26(3)
  
  Publication Publication
- Element Rearrangement for Tensor-Based Subspace Learning
  
  Shuicheng Yan, Dong Xu, Stephen Lin, Thomas S. Huang, Shih-Fu Chang
  
  IEEE Conference on Computer Vision and Pattern Recognition, 2007. CVPR '07. | June 2007
  
  Publication Publication
- Removal of Image Artifacts Due to Sensor Dust
  
  Changyin Zhou, Stephen Lin
  
  June 2007
  
  Publication Publication
- Modeling and Rendering of Heterogeneous Translucent Materials Using the Diffusion Equation
  
  Jiaping Wang, Shuang Zhao, Xin Tong, Stephen Lin, Zhouchen Lin, Yue Dong, Baining Guo, Harry Shum
  
  ACM Transactions on Graphics (TOG) | May 2007, Vol 27
  
  Publication Publication Publication
- Real-time texture rendering using generalized displacement maps
  
  Xi Wang, Xin Tong, Stephen Lin, Baining Guo, Harry Shum
  
  US Patent 7184052 B2 | February 2007
  
  Publication
- Radiometric Calibration from Noise Distributions
  
  Yasuyuki Matsushita, Stephen Lin
  
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | January 2007
  
  Publication
- Spherical Harmonics Scaling
  
  Kun Zhou, Jiaping Wang, Stephen Lin, Baining Guo
  
  December 2006, Vol 22(9-11): pp. 713-720
  
  US Patent 7,663,623 B2
  
  Publication
- Separation of Highlight Reflections on Textured Surfaces
  
  Ping Tan, Long Quan, Stephen Lin
  
  2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition | October 2006
  
  Publication Publication
- Resolution-Enhanced Photometric Stereo
  
  Ping Tan, Stephen Lin, Long Quan
  
  European Conference on Computer Vision ECCV 2006 | October 2006
  
  Publication
- Appearance Manifolds for Modeling Time-Variant Appearance of Materials
  
  Jiaping Wang, Xin Tong, Stephen Lin, Minghao Pan, Chao Wang, Hujun Bao, Baining Guo, Harry Shum
  
  ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2006 | July 2006, Vol 25: pp. 754-761
  
  ISBN: 1-59593-364-6
  
  Publication Publication Publication Publication Video
- Surface detail rendering using leap textures
  
  Xin Wang, Xin Tong, Stephen Lin, Baining Guo
  
  March 2006
  
  US Patent 7586494 B2
  
  Publication
- Separating reflections in human iris images for illumination estimation
  
  Huiqiong Wang, Stephen Lin, Xiaopei Liu, Sing Bing Kang
  
  International Conference on Computer Vision | October 2005
  
  Publication Publication
- Modeling and Rendering of Quasi-Homogeneous Materials
  
  Xin Tong, Jiaping Wang, Stephen Lin, Baining Guo, Harry Shum
  
  ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2005 | July 2005, Vol 24
  
  Publication Publication Publication Publication
- Multiresolution Reflectance Filtering
  
  Ping Tan, Stephen Lin, Long Quan, Baining Guo, Harry Shum
  
  EGSR '05 Proceedings of the Sixteenth Eurographics conference on Rendering Techniques | June 2005
  
  Publication Publication
- Representing quasi-homogenous materials
  
  Xin Tong, Jiaping Wang, Stephen Lin, Baining Guo, Harry Shum
  
  June 2005
  
  US Patent 7312797 B2
  
  Publication
- Color filter array demosaicking with local color distribution linearity
  
  Yuanjie Zheng, Stephen Lin, Jie Yang
  
  Optical Engineering | May 2005, Vol 44(5)
  
  Publication Publication
- Light field morphing using 2D features
  
  Lifeng Wang, Stephen Lin, Seungyong Lee, Baining Guo, Harry Shum
  
  IEEE Transactions on Visualization and Computer Graphics | January 2005, pp. 25-34
  
  Publication Publication
- Face alignment using intrinsic information
  
  Yuchi Huang, Stephen Lin, Hanging Lu, Heung-Yeung Shum
  
  International Conference on Image Processing (ICIP) | October 2004
  
  Publication
- Generic slow-motion replay detection in sports video
  
  Lei Wang, Xu Liu, Stephen Lin, Guangyou Xu, Heung-Yeung Shum
  
  International Conference on Image Processing (ICIP) | October 2004
  
  Publication
- Radiometric calibration from a single image
  
  Stephen Lin, Jinwei Gu, Shuntaro Yamazaki, Heung-Yeung Shum
  
  Computer Vision and Pattern Recognition (CVPR) | June 2004
  
  Publication
- Face alignment under variable illumination
  
  Yuchi Huang, Stephen Lin, Stan Z. Li, Hanqing Lu, Heung-Yeung Shum
  
  International Conference on Automatic Face and Gesture Recognition (FG) | May 2004
  
  Publication
- Automatic extraction of semantic colors in sports video
  
  Lei Wang, Boyi Zeng, Stephen Lin, Guangyou Xu, Heung-Yeung Shum
  
  International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2004
  
  Publication
- Estimating intrinsic images from image sequences with biased illumination
  
  Yasuyuki Matsushita, Stephen Lin, Sing Bing Kang, Heung-Yeung Shum
  
  European Conference on Computer Vision (ECCV) | April 2004
  
  Publication
- Illumination-Constrained Inpainting for Single Image Highlight Removal
  
  Ping Tan, Jie Yang, Bei Lei, Stephen Lin, Heung-Yeung Shum
  
  Journal of Software | January 2004
  
  Publication
- Multiple-cue illumination estimation in textured scenes
  
  Yuanzhen Li, Stephen Lin, Hanqing Lu, Heung-Yeung Shum
  
  International Conference on Computer Vision (ICCV) | October 2003
  
  Publication
- Highlight removal by illumination-constrained inpainting
  
  Ping Tan, Stephen Lin, Long Quan, Heung-Yeung Shum
  
  International Conference on Computer Vision (ICCV) | October 2003
  
  Publication
- System and Method for Real Time Lip Synchronization
  
  Ying Huang, Stephen Lin, Baining Guo, Heung-Yeung Shum
  
  December 2002
  
  US Patent 7,133,535
  
  Publication
- Variational Specular Separation Using Color and Polarization
  
  Dae-Woong Kim, Stephen Lin, Ki-Sang Hong, Heung-Yeung Shum
  
  IAPR Workshop on Machine Vision Applications | December 2002
  
  Publication
- Single-image reflectance estimation for relighting by iterative soft grouping
  
  Yuanzhen Li, Stephen Lin, Sing Bing Kang, Hanqing Lu, Heung-Yeung Shum
  
  Pacific Conference on Computer Graphics and Applications (PG) | October 2002
  
  Publication
- Real-time Lip Synchronization Based on Hidden Markov Models
  
  Ying Huang, Stephen Lin, Xiaoqing Ding, Baining Guo, Heung-Yeung Shum
  
  Asian Conference on Computer Vision (ACCV) | October 2002
  
  Publication
- Multibaseline stereo in the presence of specular reflections
  
  Yuanzhen Li, Stephen Lin, Hanqing Lu, Sing Bing Kang, Heung-Yeung Shum
  
  International Conference on Pattern Recognition (ICPR) | August 2002
  
  Publication
- Diffuse-Specular Separation and Depth Recovery from Image Sequences
  
  Stephen Lin, Yuanzhen Li, Sing Bing Kang, Xin Tong, Heung-Yeung Shum
  
  European Conference on Computer Vision (ECCV) | May 2002
  
  Publication Publication
- Separation of diffuse and specular reflection in color images
  
  Stephen Lin, Heung-Yeung Shum
  
  Computer Vision and Pattern Recognition (CVPR) | December 2001
  
  Publication
- Macrostructure modeling with microstructure reflectance slices
  
  Baining Guo, Stephen Lin, Heung-Yeung Shum, Ying-Qing Xu, Yanyun Chen
  
  August 2001
  
  US Patent 6961058 B2
  
  Publication
- Photorealistic rendering of knitwear using the lumislice
  
  Ying-Qing Xu, Yanyun Chen, Stephen Lin, Hua Zhong, Enhua Wu, Baining Guo, Heung-Yeung Shum
  
  SIGGRAPH '01: Proceedings of the 28th annual conference on Computer graphics and interactive techniques | August 2001
  
  Publication
- Object-based Illumination Estimation with Rendering-aware Neural Networks
  
  Xin Wei, Guojun Chen, Yue Dong, Stephen Lin, Xin Tong
  
  European Conference on Computer Vision (ECCV) | August 2020
  
  Publication
- Makeup Removal via Bidirectional Tunable De-Makeup Network
  
  Chong Cao, Feng Lu, Chen Li, Stephen Lin, Xukun Shen
  
  IEEE Transactions on Multimedia | November 2019, Vol 21(11)
  
  Publication
- Exposure: A White-Box Photo Post-Processing Framework
  
  Yuanming Hu, Hao He, Chenxi Xu, Baoyuan Wang, Stephen Lin
  
  ACM Transactions on Graphics (TOG) | July 2018, Vol 37(2)
  
  Publication PDF
- Physically-Based Simulation of Cosmetics via Intrinsic Image Decomposition with Facial Priors
  
  Chen Li, Kun Zhou, Hsiang-Tao Wu, Stephen Lin
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence | May 2018, Vol 46(6): pp. 1455-1469
  
  Publication
- Estimation of Intrinsic Image Sequences from Image+Depth Video
  
  Kyong Joon Lee, Qi Zhao, Xin Tong, Minmin Gong, Shahram Izadi, Sang Uk Lee, Ping Tan, Stephen Lin
  
  ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VI | October 2012
  
  ISBN: 978-3-642-33782-6
  
  Publication Publication
- Diffusion Curve Textures for Resolution Independent Texture Mapping
  
  Xin Sun, Guofu Xie, Stephen Lin, Weiwei Xu, Wencheng Wang, Xin Tong, Baining Guo, Yue Dong
  
  ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2012 | August 2012, Vol 31
  
  Publication Publication Publication Video
- Single-Image Vignetting Correction
  
  Yuanji Zheng, Stephen Lin, Chandra Kambhamettu, Jingyi Yu, Sing Bing Kang
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence | December 2009
  
  Publication
- A Prism-based System for Multispectral Video Acquisition
  
  Hao Du, Xin Tong, Xun Guo, Stephen Lin
  
  Computer Vision, 2009 IEEE 12th International Conference on | October 2009
  
  ISBN: 978-1-4244-4420-5
  
  Publication Publication Publication
- Real-Time Smoke Rendering Using Compensated Ray Marching
  
  Kun Zhou, Zhong Ren, Stephen Lin, Hujun Bao, Baining Guo, Harry Shum
  
  MSR-TR-2007-142 | September 2007
  
  Publication
- Precomputed Shadow Fields for Dynamic Scenes
  
  Kun Zhou, Yaohua Hu, Stephen Lin, Baining Guo, Heung-Yeung Shum
  
  August 2005
  
  Publication Publication Publication
- Modeling and Rendering of Quasi-Homogeneous Materials
  
  Xin Tong, Jiaping Wang, Stephen Lin, Baining Guo, Harry Shum
  
  ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2005 | July 2005, Vol 24
  
  Publication Publication Publication Publication
- Real-time environment map interpolation
  
  Wenle Wang, Lifeng Wang, Stephen Lin, Jianmin Wang, Baining Guo
  
  International Conference on Image and Graphics (ICIG) | December 2004
  
  Publication
- Optimizing real-time rendering of texture mapped object models relative to adjustable distortion thresholds
  
  Xi Wang, Xin Tong, Stephen Lin, Baining Guo, Heung-Yeung Shum
  
  November 2004
  
  US Patent 7286135 B2
  
  Publication
- System and method for generating generalized displacement maps from mesostructure geometries
  
  Xi Wang, Xin Tong, Stephen Lin, Baining Guo, Heung-Yeung Shum
  
  November 2004
  
  US Patent 7310101 B2
  
  Publication
- Lighting and Shadow Interpolation Using Intrinsic Lumigraphs
  
  Yasuyuki Matsushita, Stephen Lin, Heung-Yeung Shum, Xin Tong, Sing Bing Kang
  
  International Journal of Image and Graphics (IJIG) | October 2004, Vol 4(4): pp. 585-604
  
  Publication
- Shell Texture Functions
  
  Yanyun Chen, Xin Tong, Jinpeng Wang, Stephen Lin, Baining Guo, Heung-Yeung Shum
  
  ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2004 | August 2004, pp. 343-353
  
  Publication Publication
- Generalized Displacement Maps
  
  Xi Wang, Xin Tong, Stephen Lin, Shimin Hu, Baining Guo, Heung-Yeung Shum
  
  Eurographics Symposium on Rendering (EGSR) | June 2004
  
  Publication Publication
- View-Dependent Displacement Mapping
  
  Lifeng Wang, Xi Wang, Xin Tong, Stephen Lin, Shimin Hu, Baining Guo, Heung-Yeung Shum
  
  ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2003 | July 2003, Vol 22(3): pp. 334-339
  
  Publication Publication
- Realistic Rendering and Animation of Knitwear
  
  Yanyun Chen, Stephen Lin, Hua Zhong, Ying-Qing Xu, Baining Guo, Heung-Yeung Shum
  
  IEEE Transactions on Visualization and Computer Graphics (TVCG) | February 2003, Vol 9(1): pp. 43-55
  
  Publication Publication
- Single-image reflectance estimation for relighting by iterative soft grouping
  
  Yuanzhen Li, Stephen Lin, Sing Bing Kang, Hanqing Lu, Heung-Yeung Shum
  
  Pacific Conference on Computer Graphics and Applications (PG) | October 2002
  
  Publication
- A Deep Learning System for Automated Angle-Closure Detection in Anterior Segment Optical Coherence Tomography Images
  
  Huazhu Fu, Mani Baskaran, Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Jiang Liu, Tin A. Tun, Meenakshi Mahesh, Shamira A. Perera, Tin Aung
  
  American Journal of Ophthalmology | July 2019, Vol 203: pp. 37-45
  
  Publication
- Angle-Closure Detection in Anterior Segment OCT Based on Multilevel Deep Network
  
  Huazhu Fu, Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Mani Baskaran, Meenakshi Mahesh, Tin Aung, Jiang Liu
  
  IEEE Transactions on Cybernetics | February 2019, Vol 50(7): pp. 3358-3366
  
  Publication PDF
- Multi-context deep network for angle-closure glaucoma screening in anterior segment OCT
  
  Huazhu Fu, Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Baskaran Mani, Meenakshi Mahesh, Tin Aung, Jiang Liu
  
  Medical Image Computing and Computer Assisted Intervention (MICCAI) | September 2018
  
  Publication
- Acquisition of High Spatial and Spectral Resolution Video with a Hybrid Camera System
  
  Chenguang Ma, Xun Guo, Xin Tong, Qionghai Dai, Stephen Lin
  
  International Journal of Computer Vision (IJCV) | November 2014, Vol 110: pp. 141-155
  
  Publication Publication
- 3D shape regression for real-time facial animation
  
  Chen Cao, Yanlin Weng, Stephen Lin, Kun Zhou
  
  ACM Transactions on Graphics (TOG) - SIGGRAPH 2013 Conference Proceedings | July 2013, Vol 32(4)
  
  Publication Publication
- Fabricating Spatially-Varying Subsurface Scattering
  
  Yue Dong, Jinpeng Wang, Fabio Pellacini, Xin Tong, Baining Guo, Stephen Lin
  
  Material Appearance Modeling: A Data-Coherent Approach | Published by Springer Berlin Heidelberg | 2013, Vol 29
  
  ISBN: 978-3-642-35776-3
  
  Publication Publication Publication
- Diffusion Curve Textures for Resolution Independent Texture Mapping
  
  Xin Sun, Guofu Xie, Stephen Lin, Weiwei Xu, Wencheng Wang, Xin Tong, Baining Guo, Yue Dong
  
  ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2012 | August 2012, Vol 31
  
  Publication Publication Publication Video
- Super resolution using edge prior and single image detail synthesis
  
  Yu-Wing Tao, Shuaicheng Liu, Michael S. Brown, Stephen Lin
  
  2010 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | June 2010
  
  Publication Publication
- Single-Image Vignetting Correction
  
  Yuanji Zheng, Stephen Lin, Chandra Kambhamettu, Jingyi Yu, Sing Bing Kang
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence | December 2009
  
  Publication
- Coded aperture pairs for depth from defocus
  
  Changyin Zhou, Stephen Lin, Shree Nayar
  
  2009 IEEE 12th International Conference on Computer Vision | September 2009
  
  Publication Publication
- Image/video deblurring using a hybrid camera
  
  Yu-Wing Tai, Hao Du, Michael S. Brown, Stephen Lin
  
  IEEE Conference on Computer Vision and Pattern Recognition, 2008. CVPR 2008. | June 2008
  
  Publication Publication
- Discriminant Locally Linear Embedding With High-Order Tensor Data
  
  Xuelong Li, Stephen Lin, Shuicheng Yan, Dong Xu
  
  IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) | March 2008, Vol 38(2)
  
  Publication Publication
- Marginal Fisher Analysis and Its Variants for Human Gait Recognition and Content- Based Image Retrieval
  
  Dong Xu, Shuicheng Yan, Dacheng Tao, Stephen Lin, Hong-jiang Zhang
  
  IEEE Transactions on Image Processing | October 2007, Vol 16(11)
  
  Publication Publication
- Modeling and Rendering of Heterogeneous Translucent Materials Using the Diffusion Equation
  
  Jiaping Wang, Shuang Zhao, Xin Tong, Stephen Lin, Zhouchen Lin, Yue Dong, Baining Guo, Harry Shum
  
  ACM Transactions on Graphics (TOG) | May 2007, Vol 27
  
  Publication Publication Publication
- Graph Embedding and Extensions: A General Framework for Dimensionality Reduction
  
  Shuicheng Yan, Dong Xu, Benyu Zhang, Hong-jiang Zhang, Qiang Yang, Stephen Lin
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence | November 2006, Vol 29(1): pp. 40-51
  
  Publication Publication
- Adaptive Pooling over Multiple Trajectory Attributes for Action Recognition
  
  Wangjiang Zhu, Baoyuan Wang, Stephen Lin
  
  Advanced Video- and Signal-based Surveillance (AVSS) | October 2015
  
  Publication Publication
- Fabricating Spatially-Varying Subsurface Scattering
  
  Yue Dong, Jinpeng Wang, Fabio Pellacini, Xin Tong, Baining Guo, Stephen Lin
  
  Material Appearance Modeling: A Data-Coherent Approach | Published by Springer Berlin Heidelberg | 2013, Vol 29
  
  ISBN: 978-3-642-35776-3
  
  Publication Publication Publication
- Determining the radiometric response function from a single grayscale image
  
  Stephen Lin, L. Zhang
  
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | January 2005
  
  Publication

- Detection of Specularity Using Stereo in Color and Polarization Space
  
  Stephen Lin, Sang W. Lee
  
  Computer Vision and Image Understanding (CVIU) | February 1997, Vol 65(2): pp. 336-346
  
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- NuTime: Numerically Multi-Scaled Embedding for Large-Scale Time Series Pretraining
  
  Chenguo Lin, Xumeng Wen, Wei Cao, Congrui Huang, Jiang Bian, Stephen Lin, Zhirong Wu
  
  Transactions on Machine Learning Research | July 2024
  
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  Qi Chen, Chao Li, Jia Ning, Stephen Lin, Kun He
  
  IEEE Transactions on Neural Networks and Learning Systems | May 2024
  
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  Zhirong Wu, Zihang Lai, Xiao Sun, Stephen Lin
  
  Transactions on Machine Learning Research | March 2023
  
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- ACP++: Action Co-Occurrence Priors for Human-Object Interaction Detection
  
  Dong-Jin Kim, Xiao Sun, Jinsoo Choi, Stephen Lin, In So Kweon
  
  IEEE Transactions on Image Proccessing (TIP) | September 2021, Vol 30: pp. 9150-9163
  
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- Global Context Networks
  
  Yue Cao, Jiarui Xu, Stephen Lin, Fangyun Wei, Han Hu
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI) | December 2020
  
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- Dense Cross-Modal Correspondence Estimation with the Deep Self-Correlation Descriptor
  
  Seungryong Kim, Dongbo Min, Stephen Lin, Kwanghoon Sohn
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence | January 2020
  
  Publication
- Makeup Removal via Bidirectional Tunable De-Makeup Network
  
  Chong Cao, Feng Lu, Chen Li, Stephen Lin, Xukun Shen
  
  IEEE Transactions on Multimedia | November 2019, Vol 21(11)
  
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- Deep Depth from Uncalibrated Small Motion Clip
  
  Sunghoon Im, Hyowon Ha, Hae-Gon Jeon, Stephen Lin, In So Kweon
  
  IEEE Transactions on Pattern Recognition and Machine Intelligence | October 2019
  
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- A Deep Learning System for Automated Angle-Closure Detection in Anterior Segment Optical Coherence Tomography Images
  
  Huazhu Fu, Mani Baskaran, Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Jiang Liu, Tin A. Tun, Meenakshi Mahesh, Shamira A. Perera, Tin Aung
  
  American Journal of Ophthalmology | July 2019, Vol 203: pp. 37-45
  
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  Huazhu Fu, Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Mani Baskaran, Meenakshi Mahesh, Tin Aung, Jiang Liu
  
  IEEE Transactions on Cybernetics | February 2019, Vol 50(7): pp. 3358-3366
  
  Publication PDF
- Discrete-continuous transformation matching for dense semantic correspondence
  
  Seungryong Kim, Dongbo Min, Stephen Lin, Kwanghoon Sohn
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence | October 2018
  
  Publication
- Exposure: A White-Box Photo Post-Processing Framework
  
  Yuanming Hu, Hao He, Chenxi Xu, Baoyuan Wang, Stephen Lin
  
  ACM Transactions on Graphics (TOG) | July 2018, Vol 37(2)
  
  Publication PDF
- Physically-Based Simulation of Cosmetics via Intrinsic Image Decomposition with Facial Priors
  
  Chen Li, Kun Zhou, Hsiang-Tao Wu, Stephen Lin
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence | May 2018, Vol 46(6): pp. 1455-1469
  
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- Face inpainting based on high-level facial attributes
  
  Mahdi Jampour, Chen Li, Lap-Fai Yu, Kun Zhou, Stephen Lin, Horst Bischof
  
  Computer Vision and Image Understanding | August 2017, Vol 161: pp. 29-41
  
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- Specular Highlight Removal in Facial Images
  
  Chen Li, Stephen Lin, Kun Zhou, Katsushi Ikeuchi
  
  Computer Vision and Pattern Recognition (CVPR) | July 2017
  
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  Huazhu Fu, Yanwu Xu, Stephen Lin, Xiaoqin Zhang, Damon Wing Kee Wong, Jiang Liu, Alejandro F. Frangi, Mani Baskaran, Tin Aung
  
  IEEE Transactions on Medical Imaging (TMI) | May 2017, Vol 36(9): pp. 1930-1938
  
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- Object-Based Multiple Foreground Segmentation in RGBD Video
  
  Huazhu Fu, Dong Xu, Stephen Lin
  
  IEEE Transactions on Image Processing | January 2017, Vol 26(3): pp. 1418-1427
  
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- Computational Snapshot Multispectral Cameras: Toward dynamic capture of the spectral world
  
  Xun Cao, Tao Yue, Xing Lin, Stephen Lin, Xin Yuan, Qionghai Dai, Lawrence Carin, David J. Brady
  
  IEEE Signal Processing Magazine (SPM) | September 2016, Vol 33(5): pp. 95-108
  
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  Chen Li, Shuochen Su, Yasuyuki Matsushita, Kun Zhou, Stephen Lin
  
  IEEE Transactions on Image Processing (TIP) | February 2016
  
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- Automatic Feature Learning to Grade Nuclear Cataracts Based on Deep Learning
  
  Xinting Gao, Stephen Lin, Tien Yin Wong
  
  IEEE Transactions on Biomedical Engineering (TBME) | November 2015, Vol 62(11): pp. 2693-2701
  
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- Object-based Multiple Foreground Video Co-segmentation via Multi-State Selection Graph
  
  Huazhu Fu, Dong Xu, Bao Zhang, Stephen Lin, Rabab Kreidieh Ward
  
  IEEE Transactions on Image Processing | November 2015, Vol 24(11): pp. 3415-3424
  
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  Peiran Ren, Yue Dong, Stephen Lin, Xin Tong, Baining Guo
  
  ACM Transactions on Graphics (TOG) | August 2015, Vol 34(4)
  
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  Huazhu Fu, Dong Xu, Stephen Lin, Damon Wing Kee Wong, Jiang Liu
  
  IEEE Transactions on Biomedical Engineering (TBME) | April 2015, Vol 62(4): pp. 1151-1158
  
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- Image Classification With Densely Sampled Image Windows and Generalized Adaptive Multiple Kernel Learning
  
  Shengye Yan, Xinxing Xu, Dong Xu, Stephen Lin, Xuelong Li
  
  IEEE Transactions on Cybernetics (TCYB) | March 2015, Vol 45(3): pp. 381-390
  
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  Jianzhou Yan, Stephen Lin, Sing Bing Kang, Xiaoou Tang
  
  International Journal of Computer Vision (IJCV) | February 2015
  
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  Chenguang Ma, Xun Guo, Xin Tong, Qionghai Dai, Stephen Lin
  
  International Journal of Computer Vision (IJCV) | November 2014, Vol 110: pp. 141-155
  
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  Chen Cao, Yanlin Weng, Stephen Lin, Kun Zhou
  
  ACM Transactions on Graphics (TOG) - SIGGRAPH 2013 Conference Proceedings | July 2013, Vol 32(4)
  
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  Peiran Ren, Jiaping wang, Minmin Gong, Stephen Lin, Xin Tong, Baining Guo
  
  ACM Transactions on Graphics (TOG) - SIGGRAPH 2013 Conference Proceedings | July 2013, Vol 32(4)
  
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  Yue Dong, Stephen Lin, Baining Guo
  
  Physical Review B Material Appearance Modeling: A Data-Coherent Approach | May 2013, pp. 143-151
  
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  Yue Dong, Stephen Lin, Baining Guo
  
  Material Appearance Modeling: A Data-Coherent Approach | May 2013, pp. 75-78
  
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  Yue Dong, Stephen Lin, Baining Guo
  
  Material Appearance Modeling: A Data-Coherent Approach | April 2013, pp. 27-48
  
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  Xin Sun, Guofu Xie, Stephen Lin, Weiwei Xu, Wencheng Wang, Xin Tong, Baining Guo, Yue Dong
  
  ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2012 | August 2012, Vol 31
  
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  Dongping Li, Xin Sun, Zhong Ren, Stephen Lin, Yiying Tong, Baining Guo, Kun Zhou
  
  IEEE Transactions on Visualization and Computer Graphics | May 2012, Vol 19(3): pp. 484-494
  
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  Qi Zhao, Ping Tan, Qiang Dai, Li Shen, Enhua Wu, Stephen Lin
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence | April 2012, Vol 34(7): pp. 1437-1444
  
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  Seon Joo Kim, Hai Ting Lin, Zheng Lu, Sabine Strunk, Stephen Lin, Michael S. Brown
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence | February 2012, Vol 34(12): pp. 2289-2302
  
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  Xun Cao, Hao Du, Xin Tong, Qionghai Dai, Stephen Lin
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence | December 2011, Vol 33(12): pp. 2423-2435
  
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  Yanwu Xu, Dong Xu, Stephen Lin, Tony X. Han, Xiambin Cao, Xuelong Li
  
  IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) | November 2011, Vol 42(3): pp. 729-739
  
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  Changyin Zhou, Stephen Lin, Shree K. Nayar
  
  International Journal of Computer Vision | December 2010, Vol 93(1): pp. 53-72
  
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  Xin Sun, Kun Zhou, Stephen Lin, Baining Guo
  
  ACM Transactions on Graphics (TOG) | June 2010, Vol 29(4)
  
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  IPSJ Transactions on Computer Vision and Applications | March 2010, Vol 2: pp. 15
  
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  Yuanji Zheng, Stephen Lin, Chandra Kambhamettu, Jingyi Yu, Sing Bing Kang
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence | December 2009
  
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  Yu-Wing Tai, Hao Du, Michael S. Brown, Stephen Lin
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence | May 2009, Vol 32(6): pp. 1012-1028
  
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  Dong Xu, Shuicheng Yan, Stephen Lin, Thomas S. Huang, Shih-Fu Chang
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence | February 2009, Vol 31(10): pp. 1913-1920
  
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  Zhong Ren, Kun Zhou, Stephen Lin, Baining Guo
  
  Computer Graphics Forum | October 2008, Vol 27(7): pp. 1945-1953
  
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  Dong Xu, Shuicheng Yan, Stephen Lin, Thomas S. Huang
  
  IEEE Transactions on Circuits and Systems for Video Technology | September 2008, Vol 18(12): pp. 1753-1759
  
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  Ping Tan, Stephen Lin, Long Quan
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence | June 2008, Vol 30(8)
  
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  Xuelong Li, Stephen Lin, Shuicheng Yan, Dong Xu
  
  IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) | March 2008, Vol 38(2)
  
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  Dong Xu, Shuicheng Yan, Lei Zhang, Stephen Lin, Hong-Jiang Zhang, Thomas S. Huang
  
  IEEE Transactions on Circuits and Systems for Video Technology | January 2008, Vol 18(1): pp. 36-47
  
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  Ping Tan, Long Quan, Stephen Lin, Baining Guo, Harry Shum
  
  IEEE Transactions on Visualization and Computer Graphics | January 2008, Vol 14(2): pp. 412-425
  
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  Dong Xu, Shuicheng Yan, Dacheng Tao, Stephen Lin, Hong-jiang Zhang
  
  IEEE Transactions on Image Processing | October 2007, Vol 16(11)
  
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  Dong Xu, Stephen Lin, Shuicheng Yan, Xiaoou Tang
  
  IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) | September 2007, Vol 37(5): pp. 1226-1236
  
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  Xin Sun, Kun Zhou, Stephen Lin, Yanyun Chen, Jiaoying Shi, Baining Guo
  
  ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2007 | July 2007, Vol 26(3)
  
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  Jiaping Wang, Shuang Zhao, Xin Tong, Stephen Lin, Zhouchen Lin, Yue Dong, Baining Guo, Harry Shum
  
  ACM Transactions on Graphics (TOG) | May 2007, Vol 27
  
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- Graph Embedding and Extensions: A General Framework for Dimensionality Reduction
  
  Shuicheng Yan, Dong Xu, Benyu Zhang, Hong-jiang Zhang, Qiang Yang, Stephen Lin
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence | November 2006, Vol 29(1): pp. 40-51
  
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  Jiaping Wang, Xin Tong, Stephen Lin, Minghao Pan, Chao Wang, Hujun Bao, Baining Guo, Harry Shum
  
  ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2006 | July 2006, Vol 25: pp. 754-761
  
  ISBN: 1-59593-364-6
  
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  Xin Tong, Jiaping Wang, Stephen Lin, Baining Guo, Harry Shum
  
  ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2005 | July 2005, Vol 24
  
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  Yuanjie Zheng, Stephen Lin, Jie Yang
  
  Optical Engineering | May 2005, Vol 44(5)
  
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  Lifeng Wang, Stephen Lin, Seungyong Lee, Baining Guo, Harry Shum
  
  IEEE Transactions on Visualization and Computer Graphics | January 2005, pp. 25-34
  
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  Yasuyuki Matsushita, Stephen Lin, Heung-Yeung Shum, Xin Tong, Sing Bing Kang
  
  International Journal of Image and Graphics (IJIG) | October 2004, Vol 4(4): pp. 585-604
  
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  Yanyun Chen, Xin Tong, Jinpeng Wang, Stephen Lin, Baining Guo, Heung-Yeung Shum
  
  ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2004 | August 2004, pp. 343-353
  
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  Ping Tan, Jie Yang, Bei Lei, Stephen Lin, Heung-Yeung Shum
  
  Journal of Software | January 2004
  
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  Lifeng Wang, Xi Wang, Xin Tong, Stephen Lin, Shimin Hu, Baining Guo, Heung-Yeung Shum
  
  ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2003 | July 2003, Vol 22(3): pp. 334-339
  
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  Yanyun Chen, Stephen Lin, Hua Zhong, Ying-Qing Xu, Baining Guo, Heung-Yeung Shum
  
  IEEE Transactions on Visualization and Computer Graphics (TVCG) | February 2003, Vol 9(1): pp. 43-55
  
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  Ying-Qing Xu, Yanyun Chen, Stephen Lin, Hua Zhong, Enhua Wu, Baining Guo, Heung-Yeung Shum
  
  SIGGRAPH '01: Proceedings of the 28th annual conference on Computer graphics and interactive techniques | August 2001
  
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  Stephen Lin, Sang W. Lee
  
  Computer Vision and Pattern Recognition (CVPR) | June 2000
  
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  Stephen Lin, Sang W. Lee
  
  International Conference on Computer Vision (ICCV) | September 1999
  
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  Stephen Lin, Sang W. Lee
  
  International Conference on Computer Vision (ICCV) | September 1999
  
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- Generation of diffuse and specular appearance from photometric images
  
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  IEEE Workshop on Photometric Modeling for Computer Vision and Graphics | June 1999
  
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  Stephen Lin, Sang W. Lee
  
  Computer Vision and Pattern Recognition (CVPR) | June 1997
  
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  Stephen Lin, Sang W. Lee
  
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  The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2024 | May 2024
  
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  International Conference on Learning Representations (ICLR) | May 2024
  
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  International Conference on Computer Vision (ICCV) | October 2023
  
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  Advances in Neural Information Processing Systems (NeurIPS) | December 2022
  
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  European Conference on Computer Vision (ECCV) | October 2022
  
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  European Conference on Computer Vision (ECCV) | October 2022
  
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  2022 Computer Vision and Pattern Recognition | April 2022
  
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  CVPR 2022 | April 2022
  
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  2022 Computer Vision and Pattern Recognition | March 2022
  
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  NeurIPS 2021 | December 2021
  
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  Runtao Liu, Zhirong Wu, Stella Yu, Stephen Lin
  
  NeurIPS 2021 | December 2021
  
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  NeurIPS 2021 | December 2021
  
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  ICCV 2021 | October 2021
  
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  ICCV 2021 | September 2021
  
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  CVPR 2021 | June 2021
  
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  CVPR 2021 | June 2021
  
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  CVPR 2021 | June 2021
  
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  International Conference on Learning Representations (ICLR) | May 2021
  
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  AAAI Conference on Artificial Intelligence (AAAI) | February 2021
  
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  AAAI Conference on Artificial Intelligence (AAAI) | February 2021
  
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  Neural Information Processing Systems (NeurIPS) | December 2020
  
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  European Conference on Computer Vision (ECCV) | August 2020
  
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  European Conference on Computer Vision (ECCV) | August 2020
  
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  European Conference on Computer Vision (ECCV) | August 2020
  
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  Dong-Jin Kim, Xiao Sun, Jinsoo Choi, Stephen Lin, In So Kweon
  
  European Conference on Computer Vision (ECCV) | August 2020
  
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  Fangyun Wei, Xiao Sun, Hongyang Li, Jingdong Wang, Stephen Lin
  
  European Conference on Computer Vision (ECCV) | August 2020
  
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  European Conference on Computer Vision (ECCV) | August 2020
  
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  European Conference on Computer Vision (ECCV) | August 2020
  
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  Computer Vision and Pattern Recognition (CVPR) | June 2020
  
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  Computer Vision and Pattern Recognition (CVPR) | June 2020
  
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- Deformable Kernels: Adapting Effective Receptive Fields for Object Deformation
  
  Hang Gao, Xizhou Zhu, Stephen Lin, Jifeng Dai
  
  International Conference on Learning Representations (ICLR) | April 2020
  
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  AAAI Conference on Artificial Intelligence (AAAI) | February 2020
  
  DOI
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  Intelligent Robots and Systems (IROS) | November 2019
  
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  Xiao Sun, Chuankang Li, Stephen Lin
  
  International Conference on Computer Vision Workshops | October 2019
  
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  International Conference on Computer Vision Workshops | October 2019
  
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  International Conference on Computer Vision Workshops | October 2019
  
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  International Conference on Computer Vision (ICCV) | October 2019
  
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  British Machine Vision Conference (BMVC) | September 2019
  
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  Computer Vision and Pattern Recognition (CVPR) | June 2019
  
  Publication
- Deformable ConvNets v2: More Deformable, Better Results
  
  Xizhou Zhu, Han Hu, Stephen Lin, Jifeng Dai
  
  Computer Vision and Pattern Recognition (CVPR) | June 2019
  
  Publication
- DPSNet: End-to-end deep plane sweep stereo
  
  Sunghoon Im, Hae-Gon Jeon, Stephen Lin, In So Kweon
  
  International Conference on Learning Representations (ICLR) | May 2019
  
  Publication
- Recurrent transformer networks for semantic correspondence
  
  Seungryong Kim, Stephen Lin, Sang Ryul Jeon, Dongbo Min, Kwanghoon Sohn
  
  Advances in Neural Information Processing Systems (NeurIPS) | December 2018
  
  Publication
- Multi-context deep network for angle-closure glaucoma screening in anterior segment OCT
  
  Huazhu Fu, Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Baskaran Mani, Meenakshi Mahesh, Tin Aung, Jiang Liu
  
  Medical Image Computing and Computer Assisted Intervention (MICCAI) | September 2018
  
  Publication
- Faces as lighting probes via unsupervised deep highlight extraction
  
  Renjiao Yi, Chenyang Zhu, Ping Tan, Stephen Lin
  
  European Conference on Computer Vision (ECCV) | September 2018
  
  Publication
- A high-quality denoising dataset for smartphone cameras
  
  Abdelrahman Abdelhamed, Stephen Lin, Michael S Brown
  
  Computer Vision and Pattern Recognition (CVPR) | June 2018
  
  Publication
- Radiometric Calibration from Faces in Images
  
  Chen Li, Stephen Lin, Kun Zhou, Katsushi Ikeuchi
  
  Computer Vision and Pattern Recognition (CVPR) | July 2017
  
  Publication
- FC4: Fully Convolutional Color Constancy with Confidence-weighted Pooling
  
  Yuanming Hu, Baoyuan Wang, Stephen Lin
  
  Computer Vision and Pattern Recognition (CVPR) | July 2017
  
  Publication
- FCSS: Fully Convolutional Self-Similarity for Dense Semantic Correspondence
  
  Seungryong Kim, Dongbo Min, Bumsub Ham, Sangryul Jeon, Stephen Lin, Kwanghoon Sohn
  
  Computer Vision and Pattern Recognition (CVPR) | July 2017
  
  Publication
- DCTM: Discrete-Continuous Transformation Matching for Semantic Flow
  
  Seungryong Kim, Dongbo Min, Stephen Lin, Kwanghoon Sohn
  
  International Conference on Computer Vision (ICCV) | July 2017
  
  Publication
- DeepVessel: Retinal Vessel Segmentation via Deep Learning and Conditional Random Field
  
  Huazhu Fu, Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Jiang Liu
  
  Medical Image Computing and Computer Assisted Intervention (MICCAI) | October 2016
  
  Publication
- Deep Self-correlation Descriptor for Dense Cross-Modal Correspondence
  
  Seungryong Kim, Dongbo Min, Stephen Lin, Kwanghoon Sohn
  
  European Conference on Computer Vision (ECCV) | September 2016
  
  Publication
- Unified Depth Prediction and Intrinsic Image Decomposition from a Single Image via Joint Convolutional Neural Fields
  
  Seungryong Kim, Kihong Park, Kwanghoon Sohn, Stephen Lin
  
  European Conference on Computer Vision (ECCV) | September 2016
  
  Publication
- Image Deblurring Using Smartphone Inertial Sensors
  
  Zhe Hu, Lu Yuan, Stephen Lin, Ming-Hsuan Yang
  
  Computer Vision and Pattern Recognition (CVPR) | August 2016
  
  Publication
- Automatic Thumbnail Generation Based on Visual Representativeness and Foreground Recognizability
  
  Jingwei Huang, Huarong Chen, Bin Wang, Stephen Lin
  
  International Conference on Computer Vision (ICCV) | December 2015
  
  Publication
- Adaptive Pooling over Multiple Trajectory Attributes for Action Recognition
  
  Wangjiang Zhu, Baoyuan Wang, Stephen Lin
  
  Advanced Video- and Signal-based Surveillance (AVSS) | October 2015
  
  Publication Publication
- Continuous Symmetric Stereo with Adaptive Outlier Handling
  
  Chen Li, Lap-Fai Yu, Zhichao Lu, Yasuyuki Matsushita, Kun Zhou, Stephen Lin
  
  International Conference on 3D Vision (3DV) | October 2015
  
  Publication Publication
- Simulating Makeup Through Physics-Based Manipulation of Intrinsic Image Layers
  
  Chen Li, Kun Zhou, Stephen Lin
  
  Computer Vision and Pattern Recognition (CVPR) | June 2015
  
  Publication
- Data-Driven Depth Map Refinement via Multi-Scale Sparse Representation
  
  HyeokHyen Kown, Yu-Wing Tai, Stephen Lin
  
  Computer Vision and Pattern Recognition (CVPR) | June 2015
  
  Publication
- Object-based RGBD image co-segmentation with mutex constraint
  
  Huazhu Fu, Dong Xu, Stephen Lin, Jiang Liu
  
  Computer Vision and Pattern Recognition (CVPR) | June 2015
  
  Publication Publication
- A Visual Evaluation Framework for In-Home Physical Evaluation
  
  Naimul Mefraz Khan, Stephen Lin, Ling Guan, Baining Guo
  
  International Symposium on Multimedia (ISM) | December 2014
  
  Publication
- Automatic Feature Learning to Grade Nuclear Cataracts Based on Deep Learning
  
  Xinting Gao, Stephen Lin, Tien Yin Wong
  
  Asian Conference on Computer Vision (ACCV) | November 2014
  
  Publication
- Alpha Matting of Motion-Blurred Objects in Bracket Sequence Images
  
  Heesoo Myeong, Stephen Lin, Kyoung Mu Lee
  
  European Conference on Computer Vision (ECCV) | September 2014
  
  Publication
- Intrinsic Face Image Decomposition with Human Face Priors
  
  Chen Li, Kun Zhou, Stephen Lin
  
  European Conference on Computer Vision (ECCV) | September 2014
  
  Publication Publication
- Object-based Multiple Foreground Video Co-segmentation
  
  Huazhu Fu, Dong Xu, Bao Zhang, Stephen Lin
  
  Computer Vision and Pattern Recognition (CVPR) | June 2014
  
  Publication
- A Learning-to-Rank Approach for Image Color Enhancement
  
  Jianzhou Yan, Stephen Lin, Sing Bing Kang, Xiaoou Tang
  
  Computer Vision and Pattern Recognition (CVPR) | June 2014
  
  Publication Publication
- Optic Cup Segmentation for Glaucoma Detection Using Low-Rank Superpixel Representation
  
  Yanwu Xu, Lixin Duan, Stephen Lin, Xiangyu Chen, Damon Wing Kee Wong, Tien Yin Wong, Jiang Liu
  
  Medical Image Computing and Computer Assisted Intervention (MICCAI) | April 2014
  
  Publication
- Automatic Grading of Nuclear Cataracts from Slit-Lamp Lens Images Using Group Sparsity Regression
  
  Yanwu Xu, Xinting Gao, Stephen Lin, Damon Wing Kee Wong, Jiang Liu, Dong Xu, Ching Yu Cheng, Carol Y. Cheung, Tien Yin Wong
  
  International Conference on Medical Image Computing and Computer-Assisted Intervention | July 2013
  
  Publication
- Shading-Based Shape Refinement of RGB-D Images
  
  Lap-Fai Yu, Sai-Kit Yeung, Yu-Wing Tai, Stephen Lin
  
  2013 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | June 2013
  
  Publication Publication
- Learning the Change for Automatic Image Cropping
  
  J. Yan, X. Tang, Stephen Lin, Sing Bing Kang
  
  IEEE Conference on Computer Vision and Pattern Recognition | June 2013
  
  Publication Download
- Enhanced Photometric Stereo with Multispectral Images
  
  Tsuyoshi Takatani, Stephen Lin, Yasuhiro Mukaigawa, Yasushi Yagi
  
  May 2013
  
  Publication
- Bayesian Depth-from-Defocus with Shading Constraints
  
  Chen Li, Shuochen Su, Yasuyuku Matsushita, Kun Zhou, Stephen Lin
  
  The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013 | April 2013
  
  Publication
- Semantically-Based Human Scanpath Estimation with HMMs
  
  Huiying Liu, Dong Xu, Qingming Huang, Wen Li, Min Xu, Stephen Lin
  
  The IEEE International Conference on Computer Vision (ICCV), 2013 | April 2013
  
  Publication
- Efficient Reconstruction-Based Optic Cup Localization for Glaucoma Screening
  
  Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Jiang Liu, Dong Xu
  
  International Conference on Medical Image Computing and Computer-Assisted Intervention | April 2013
  
  Publication
- Image-based clothes animation for virtual fitting
  
  Zhenglong Zhou, Bo Shu, Zhaojie Zhuo, Xiaoming Deng, Ping Tan, Stephen Lin
  
  SA '12 SIGGRAPH Asia 2012 Technical Briefs | December 2012
  
  Publication Publication
- Removal of dust artifacts in focal stack image sequences
  
  Chen Li, Kun Zhou, Stephen Lin
  
  2012 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | November 2012
  
  Publication
- Estimation of Intrinsic Image Sequences from Image+Depth Video
  
  Kyong Joon Lee, Qi Zhao, Xin Tong, Minmin Gong, Shahram Izadi, Sang Uk Lee, Ping Tan, Stephen Lin
  
  ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VI | October 2012
  
  ISBN: 978-3-642-33782-6
  
  Publication Publication
- Beyond Spatial Pyramids: A New Feature Extraction Framework with Dense Spatial Sampling for Image Classification
  
  Shengye Yan, Xinxing Xu, Dong Xu, Stephen Lin, Xuelong Li
  
  European Conference on Computer Vision 2012 | August 2012
  
  Publication
- Motion-aware noise filtering for deblurring of noisy and blurry images
  
  Yu-Wing Tai, Stephen Lin
  
  2012 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | June 2012
  
  Publication Publication
- Efficient Optic Cup Detection from Intra-image Learning with Retinal Structure Priors
  
  Yanwu Xu, Jiang Liu, Stephen Lin, Dong Xu, Carol Y. Cheung, Tin Aung, Tien Yin Wong
  
  International Conference on Medical Image Computing and Computer-Assisted Intervention | April 2012
  
  Publication
- Fully Convolutional Color Constancy with Confidence-weighted Pooling
  
  Yuanming Hu, Baoyuan Wang, Stephen Lin
  
  April 2012
  
  Publication
- Semantic colorization with internet images
  
  Alex Yong-Sang Chia, Shaojie Zhuo, Raj Kumar Gupta, Yu-Wing Tai, Siu-Teung Cho, Ping Tan, Stephen Lin
  
  ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH Asia 2011 | December 2011
  
  Publication Publication
- Real-time rendering of light-scattering media
  
  Kun Zhou, Zhong Ren, Stephen Lin, Baining Guo, Harry Shum
  
  US Patent 8009168 B2 | August 2011
  
  Publication
- Sliding Window and Regression Based Cup Detection in Digital Fundus Images for Glaucoma Diagnosis
  
  Yanwu Xu, Dong Xu, Stephen Lin, Jiang Liu, Jun Cheng, Carol Y. Cheung, Tin Aung, Tien Yin Wong
  
  International Conference on Medical Image Computing and Computer-Assisted Intervention | April 2011
  
  Publication
- Coded exposure imaging for projective motion deblurring
  
  Yu-Wing Tai, Naejin Kong, Stephen Lin, Sung Yong Shin
  
  2010 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | June 2010
  
  Publication Publication
- Super resolution using edge prior and single image detail synthesis
  
  Yu-Wing Tao, Shuaicheng Liu, Michael S. Brown, Stephen Lin
  
  2010 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | June 2010
  
  Publication Publication
- Single-image optical center estimation from vignetting and tangential gradient symmetry
  
  Yuanjie Zheng, Chandra Kambhamettu, Stephen Lin
  
  2009 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | June 2010
  
  Publication Publication
- A Prism-based System for Multispectral Video Acquisition
  
  Hao Du, Xin Tong, Xun Guo, Stephen Lin
  
  Computer Vision, 2009 IEEE 12th International Conference on | October 2009
  
  ISBN: 978-1-4244-4420-5
  
  Publication Publication Publication
- Coded aperture pairs for depth from defocus
  
  Changyin Zhou, Stephen Lin, Shree Nayar
  
  2009 IEEE 12th International Conference on Computer Vision | September 2009
  
  Publication Publication
- Detail Recovery for Single-image Defocus Blur
  
  Yu-Wing Tai, Huixuan Tang, Michael S. Brown, Stephen Lin
  
  Special Issue on MIRU2008 Invited Paper | March 2009
  
  Publication Publication
- Advances in Image and Video Technology: Third Pacific Rim Symposium
  
  Toshikazu Wada, Fay Huang, Stephen Lin
  
  PSIVT 2009, Tokyo, Japan, | January 2009
  
  Publication
- Intrinsic colorization
  
  Xiaopei Liu, Liang Wan, Yinqqe Qu, Tien-Tsin Wong, Stephen Lin, Chi-Sing Leung, Pheng-Ann Heng
  
  ACM SIGGRAPH Asia 2008 | December 2008
  
  Publication Publication
- Intrinsic image decomposition with non-local texture cues
  
  Li Shen, Ping Tan, Stephen Lin
  
  IEEE Conference on Computer Vision and Pattern Recognition, 2008. CVPR 2008. | June 2008
  
  Publication Publication
- Image/video deblurring using a hybrid camera
  
  Yu-Wing Tai, Hao Du, Michael S. Brown, Stephen Lin
  
  IEEE Conference on Computer Vision and Pattern Recognition, 2008. CVPR 2008. | June 2008
  
  Publication Publication
- Single-image vignetting correction using radial gradient symmetry
  
  Yuanjie Zheng, Jingyi Yu, Stephen Lin, Sing Bing Kang, Chandra Khambamettu
  
  IEEE Conference on Computer Vision and Pattern Recognition | June 2008
  
  Publication Publication
- Supplementary Material: Radiometric Calibration from Faces in Images
  
  Chen Li, Stephen Lin, Kun Zhou, Katsushi Ikeuchi
  
  June 2008
  
  Publication
- A Probabilistic Intensity Similarity Measure based on Noise Distributions
  
  Yasuyuki Matsushita, Stephen Lin
  
  IEEE Conference on Computer Vision and Pattern Recognition CVPR '07 | July 2007
  
  Publication Publication
- Element Rearrangement for Tensor-Based Subspace Learning
  
  Shuicheng Yan, Dong Xu, Stephen Lin, Thomas S. Huang, Shih-Fu Chang
  
  IEEE Conference on Computer Vision and Pattern Recognition, 2007. CVPR '07. | June 2007
  
  Publication Publication
- Removal of Image Artifacts Due to Sensor Dust
  
  Changyin Zhou, Stephen Lin
  
  June 2007
  
  Publication Publication
- Real-time texture rendering using generalized displacement maps
  
  Xi Wang, Xin Tong, Stephen Lin, Baining Guo, Harry Shum
  
  US Patent 7184052 B2 | February 2007
  
  Publication
- Radiometric Calibration from Noise Distributions
  
  Yasuyuki Matsushita, Stephen Lin
  
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | January 2007
  
  Publication
- Separation of Highlight Reflections on Textured Surfaces
  
  Ping Tan, Long Quan, Stephen Lin
  
  2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition | October 2006
  
  Publication Publication
- Resolution-Enhanced Photometric Stereo
  
  Ping Tan, Stephen Lin, Long Quan
  
  European Conference on Computer Vision ECCV 2006 | October 2006
  
  Publication
- Separating reflections in human iris images for illumination estimation
  
  Huiqiong Wang, Stephen Lin, Xiaopei Liu, Sing Bing Kang
  
  International Conference on Computer Vision | October 2005
  
  Publication Publication
- Precomputed Shadow Fields for Dynamic Scenes
  
  Kun Zhou, Yaohua Hu, Stephen Lin, Baining Guo, Heung-Yeung Shum
  
  August 2005
  
  Publication Publication Publication
- Multiresolution Reflectance Filtering
  
  Ping Tan, Stephen Lin, Long Quan, Baining Guo, Harry Shum
  
  EGSR '05 Proceedings of the Sixteenth Eurographics conference on Rendering Techniques | June 2005
  
  Publication Publication
- Determining the radiometric response function from a single grayscale image
  
  Stephen Lin, L. Zhang
  
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | January 2005
  
  Publication
- Real-time environment map interpolation
  
  Wenle Wang, Lifeng Wang, Stephen Lin, Jianmin Wang, Baining Guo
  
  International Conference on Image and Graphics (ICIG) | December 2004
  
  Publication
- Face alignment using intrinsic information
  
  Yuchi Huang, Stephen Lin, Hanging Lu, Heung-Yeung Shum
  
  International Conference on Image Processing (ICIP) | October 2004
  
  Publication
- Generic slow-motion replay detection in sports video
  
  Lei Wang, Xu Liu, Stephen Lin, Guangyou Xu, Heung-Yeung Shum
  
  International Conference on Image Processing (ICIP) | October 2004
  
  Publication
- Radiometric calibration from a single image
  
  Stephen Lin, Jinwei Gu, Shuntaro Yamazaki, Heung-Yeung Shum
  
  Computer Vision and Pattern Recognition (CVPR) | June 2004
  
  Publication
- Generalized Displacement Maps
  
  Xi Wang, Xin Tong, Stephen Lin, Shimin Hu, Baining Guo, Heung-Yeung Shum
  
  Eurographics Symposium on Rendering (EGSR) | June 2004
  
  Publication Publication
- Face alignment under variable illumination
  
  Yuchi Huang, Stephen Lin, Stan Z. Li, Hanqing Lu, Heung-Yeung Shum
  
  International Conference on Automatic Face and Gesture Recognition (FG) | May 2004
  
  Publication
- Automatic extraction of semantic colors in sports video
  
  Lei Wang, Boyi Zeng, Stephen Lin, Guangyou Xu, Heung-Yeung Shum
  
  International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2004
  
  Publication
- Estimating intrinsic images from image sequences with biased illumination
  
  Yasuyuki Matsushita, Stephen Lin, Sing Bing Kang, Heung-Yeung Shum
  
  European Conference on Computer Vision (ECCV) | April 2004
  
  Publication
- Multiple-cue illumination estimation in textured scenes
  
  Yuanzhen Li, Stephen Lin, Hanqing Lu, Heung-Yeung Shum
  
  International Conference on Computer Vision (ICCV) | October 2003
  
  Publication
- Highlight removal by illumination-constrained inpainting
  
  Ping Tan, Stephen Lin, Long Quan, Heung-Yeung Shum
  
  International Conference on Computer Vision (ICCV) | October 2003
  
  Publication
- Variational Specular Separation Using Color and Polarization
  
  Dae-Woong Kim, Stephen Lin, Ki-Sang Hong, Heung-Yeung Shum
  
  IAPR Workshop on Machine Vision Applications | December 2002
  
  Publication
- Single-image reflectance estimation for relighting by iterative soft grouping
  
  Yuanzhen Li, Stephen Lin, Sing Bing Kang, Hanqing Lu, Heung-Yeung Shum
  
  Pacific Conference on Computer Graphics and Applications (PG) | October 2002
  
  Publication
- Real-time Lip Synchronization Based on Hidden Markov Models
  
  Ying Huang, Stephen Lin, Xiaoqing Ding, Baining Guo, Heung-Yeung Shum
  
  Asian Conference on Computer Vision (ACCV) | October 2002
  
  Publication
- Multibaseline stereo in the presence of specular reflections
  
  Yuanzhen Li, Stephen Lin, Hanqing Lu, Sing Bing Kang, Heung-Yeung Shum
  
  International Conference on Pattern Recognition (ICPR) | August 2002
  
  Publication
- Diffuse-Specular Separation and Depth Recovery from Image Sequences
  
  Stephen Lin, Yuanzhen Li, Sing Bing Kang, Xin Tong, Heung-Yeung Shum
  
  European Conference on Computer Vision (ECCV) | May 2002
  
  Publication Publication
- Separation of diffuse and specular reflection in color images
  
  Stephen Lin, Heung-Yeung Shum
  
  Computer Vision and Pattern Recognition (CVPR) | December 2001
  
  Publication
- Macrostructure modeling with microstructure reflectance slices
  
  Baining Guo, Stephen Lin, Heung-Yeung Shum, Ying-Qing Xu, Yanyun Chen
  
  August 2001
  
  US Patent 6961058 B2
  
  Publication
- Photometric modeling of specular and diffuse appearance
  
  Stephen Lin
  
  May 2000
  
  ISBN: 0-599-83261-4
  
  Doctoral Dissertation
  
  Publication
- High resolution multispectral image capture
  
  Stephen Lin, Xin Tong, Xun Cao
  
  December 2016
  
  US Patent 20170094233 A1
  
  Publication
- Modeling and rendering of heterogeneous translucent materials using the diffusion equation
  
  Jiaping Wang, Stephen Lin, Baining Guo
  
  August 2012
  
  US Patent 8243071 B2
  
  Publication
- Rendering global light transport in real-time using machine learning
  
  Jiaping Wang, Peiran Ren, Baining Guo, Minmin Gong, Xin Tong, Stephen Lin
  
  June 2012
  
  US Patent 9684996 B2
  
  Publication
- Line space gathering for single scattering in large scenes
  
  Sun Xin, Stephen Lin, Baining Guo
  
  April 2011
  
  US Patent 8922556 B2
  
  Publication
- Interactive relighting with dynamic reflectance
  
  Kun Zhou, Yanyun Chen, Stephen Lin, Baining Guo
  
  February 2011
  
  US Patent 7884820 B2
  
  Publication
- Rendering in scattering media
  
  Zhong Ren, Kun Zhou, Stephen Lin, Baining Guo
  
  October 2008
  
  US Patent 20100085360 A1
  
  Publication
- Spherical Harmonics Scaling
  
  Kun Zhou, Jiaping Wang, Stephen Lin, Baining Guo
  
  December 2006, Vol 22(9-11): pp. 713-720
  
  US Patent 7,663,623 B2
  
  Publication
- Surface detail rendering using leap textures
  
  Xin Wang, Xin Tong, Stephen Lin, Baining Guo
  
  March 2006
  
  US Patent 7586494 B2
  
  Publication
- Representing quasi-homogenous materials
  
  Xin Tong, Jiaping Wang, Stephen Lin, Baining Guo, Harry Shum
  
  June 2005
  
  US Patent 7312797 B2
  
  Publication
- Optimizing real-time rendering of texture mapped object models relative to adjustable distortion thresholds
  
  Xi Wang, Xin Tong, Stephen Lin, Baining Guo, Heung-Yeung Shum
  
  November 2004
  
  US Patent 7286135 B2
  
  Publication
- System and method for generating generalized displacement maps from mesostructure geometries
  
  Xi Wang, Xin Tong, Stephen Lin, Baining Guo, Heung-Yeung Shum
  
  November 2004
  
  US Patent 7310101 B2
  
  Publication
- System and Method for Real Time Lip Synchronization
  
  Ying Huang, Stephen Lin, Baining Guo, Heung-Yeung Shum
  
  December 2002
  
  US Patent 7,133,535
  
  Publication
- Interactive SVBRDF Modeling from a Single Image
  
  Yue Dong, Stephen Lin, Baining Guo
  
  Material Appearance Modeling: A Data-Coherent Approach | 2013
  
  Publication
- Modeling Textured Translucent Materials with Lazy Solid Texture Synthesis
  
  Yue Dong, Stephen Lin, Baining Guo
  
  Material Appearance Modeling: A Data-Coherent Approach | 2013
  
  Publication
- Modeling Subsurface Light Transport with the Kernel NystrÃ¶m Method
  
  Yue Dong, Stephen Lin, Baining Guo
  
  Material Appearance Modeling: A Data-Coherent Approach | 2013
  
  Publication
- Surface Reflectance Overview
  
  Yue Dong, Stephen Lin, Baining Guo
  
  Material Appearance Modeling: A Data-Coherent Approach | 2013
  
  Publication
- Fabricating Spatially-Varying Subsurface Scattering
  
  Yue Dong, Jinpeng Wang, Fabio Pellacini, Xin Tong, Baining Guo, Stephen Lin
  
  Material Appearance Modeling: A Data-Coherent Approach | Published by Springer Berlin Heidelberg | 2013, Vol 29
  
  ISBN: 978-3-642-35776-3
  
  Publication Publication Publication
- Material Appearance Modeling: A Data-Coherent Approach
  
  Yue Dong, Stephen Lin, Baining Guo
  
  Published by Springer-Verlag Berlin Heidelberg 2013 | August 2013
  
  ISBN: 978-3-642-35776-3
  
  Publication Publication
- Real-Time Smoke Rendering Using Compensated Ray Marching
  
  Kun Zhou, Zhong Ren, Stephen Lin, Hujun Bao, Baining Guo, Harry Shum
  
  MSR-TR-2007-142 | September 2007
  
  Publication