Stephen Lin

According to our database, Stephen Lin authored at least 205 papers between 2000 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Unifying Feature and Cost Aggregation with Transformers for Semantic and Visual Correspondence.

Sunghwan Hong, Seokju Cho, Seungryong Kim, Stephen Lin

CoRR, 2024

2023

Global Context Networks.

Yue Cao, Jiarui Xu, Stephen Lin, Fangyun Wei, Han Hu

IEEE Trans. Pattern Anal. Mach. Intell., June, 2023

Extreme Masking for Learning Instance and Distributed Visual Representations.

Zhirong Wu, Zihang Lai, Xiao Sun, Stephen Lin

Trans. Mach. Learn. Res., 2023

Exploring Transferability for Randomized Smoothing.

Kai Qiu, Huishuai Zhang, Zhirong Wu, Stephen Lin

CoRR, 2023

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

CoRR, 2023

Associative Transformer Is A Sparse Representation Learner.

Yuwei Sun, Hideya Ochiai, Zhirong Wu, Stephen Lin, Ryota Kanai

CoRR, 2023

ClipCrop: Conditioned Cropping Driven by Vision-Language Model.

Zhihang Zhong, Mingxi Cheng, Zhirong Wu, Yuhui Yuan, Yinqiang Zheng, Ji Li, Han Hu, Stephen Lin, Yoichi Sato, Imari Sato

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Randomized Quantization: A Generic Augmentation for Data Agnostic Self-supervised Learning.

Huimin Wu, Chenyang Lei, Xiao Sun, Peng-Shuai Wang, Qifeng Chen, Kwang-Ting Cheng, Stephen Lin, Zhirong Wu

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Randomized Quantization for Data Agnostic Representation Learning.

Huimin Wu, Chenyang Lei, Xiao Sun, Peng-Shuai Wang, Qifeng Chen, Kwang-Ting Cheng, Stephen Lin, Zhirong Wu

CoRR, 2022

Local Magnification for Data and Feature Augmentation.

Kun He, Chang Liu, Stephen Lin, John E. Hopcroft

CoRR, 2022

Could Giant Pretrained Image Models Extract Universal Representations?

Yutong Lin, Ze Liu, Zheng Zhang, Han Hu, Nanning Zheng, Stephen Lin, Yue Cao

CoRR, 2022

Integrative Feature and Cost Aggregation with Transformers for Dense Correspondence.

Sunghwan Hong, Seokju Cho, Seungryong Kim, Stephen Lin

CoRR, 2022

Region Rebalance for Long-Tailed Semantic Segmentation.

Jiequan Cui, Yuhui Yuan, Zhisheng Zhong, Zhuotao Tian, Han Hu, Stephen Lin, Jiaya Jia

CoRR, 2022

Could Giant Pre-trained Image Models Extract Universal Representations?

Yutong Lin, Ze Liu, Zheng Zhang, Han Hu, Nanning Zheng, Stephen Lin, Yue Cao

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Animation from Blur: Multi-modal Blur Decomposition with Motion Guidance.

Zhihang Zhong, Xiao Sun, Zhirong Wu, Yinqiang Zheng, Stephen Lin, Imari Sato

Proceedings of the Computer Vision - ECCV 2022, 2022

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

Proceedings of the Computer Vision - ECCV 2022, 2022

Unsupervised Learning of Efficient Geometry-Aware Neural Articulated Representations.

Atsuhiro Noguchi, Xiao Sun, Stephen Lin, Tatsuya Harada

Proceedings of the Computer Vision - ECCV 2022, 2022

Cost Aggregation with 4D Convolutional Swin Transformer for Few-Shot Segmentation.

Sunghwan Hong, Seokju Cho, Jisu Nam, Stephen Lin, Seungryong Kim

Proceedings of the Computer Vision - ECCV 2022, 2022

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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Video Swin Transformer.

Ze Liu, Jia Ning, Yue Cao, Yixuan Wei, Zheng Zhang, Stephen Lin, Han Hu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

A Simple Multi-Modality Transfer Learning Baseline for Sign Language Translation.

Yutong Chen, Fangyun Wei, Xiao Sun, Zhirong Wu, Stephen Lin

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

ACP++: Action Co-Occurrence Priors for Human-Object Interaction Detection.

Dong-Jin Kim, Xiao Sun, Jinsoo Choi, Stephen Lin, In So Kweon

IEEE Trans. Image Process., 2021

Dense Cross-Modal Correspondence Estimation With the Deep Self-Correlation Descriptor.

Seungryong Kim, Dongbo Min, Stephen Lin, Kwanghoon Sohn

IEEE Trans. Pattern Anal. Mach. Intell., 2021

Deep Depth from Uncalibrated Small Motion Clip.

Sunghoon Im, Hyowon Ha, Hae-Gon Jeon, Stephen Lin, In So Kweon

IEEE Trans. Pattern Anal. Mach. Intell., 2021

Towards Tokenized Human Dynamics Representation.

Kenneth Li, Xiao Sun, Zhirong Wu, Fangyun Wei, Stephen Lin

CoRR, 2021

Bootstrap Your Object Detector via Mixed Training.

Mengde Xu, Zheng Zhang, Fangyun Wei, Yutong Lin, Yue Cao, Stephen Lin, Han Hu, Xiang Bai

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Aligning Pretraining for Detection via Object-Level Contrastive Learning.

Fangyun Wei, Yue Gao, Zhirong Wu, Han Hu, Stephen Lin

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

The Emergence of Objectness: Learning Zero-shot Segmentation from Videos.

Runtao Liu, Zhirong Wu, Stella X. Yu, Stephen Lin

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

What Makes Instance Discrimination Good for Transfer Learning?

Nanxuan Zhao, Zhirong Wu, Rynson W. H. Lau, Stephen Lin

Proceedings of the 9th International Conference on Learning Representations, 2021

Neural Articulated Radiance Field.

Atsuhiro Noguchi, Xiao Sun, Stephen Lin, Tatsuya Harada

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Swin Transformer: Hierarchical Vision Transformer using Shifted Windows.

Ze Liu, Yutong Lin, Yue Cao, Han Hu, Yixuan Wei, Zheng Zhang, Stephen Lin, Baining Guo

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Cross-Iteration Batch Normalization.

Zhuliang Yao, Yue Cao, Shuxin Zheng, Gao Huang, Stephen Lin

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Instance Localization for Self-Supervised Detection Pretraining.

Ceyuan Yang, Zhirong Wu, Bolei Zhou, Stephen Lin

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning.

Zhenda Xie, Yutong Lin, Zheng Zhang, Yue Cao, Stephen Lin, Han Hu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Distilling Localization for Self-Supervised Representation Learning.

Nanxuan Zhao, Zhirong Wu, Rynson W. H. Lau, Stephen Lin

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Learning Monocular Depth in Dynamic Scenes via Instance-Aware Projection Consistency.

Seokju Lee, Sunghoon Im, Stephen Lin, In So Kweon

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

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 Trans. Cybern., 2020

Discrete-Continuous Transformation Matching for Dense Semantic Correspondence.

Seungryong Kim, Dongbo Min, Stephen Lin, Kwanghoon Sohn

IEEE Trans. Pattern Anal. Mach. Intell., 2020

RepPoints v2: Verification Meets Regression for Object Detection.

Yihong Chen, Zheng Zhang, Yue Cao, Liwei Wang, Stephen Lin, Han Hu

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Deformable Kernels: Adapting Effective Receptive Fields for Object Deformation.

Hang Gao, Xizhou Zhu, Stephen Lin, Jifeng Dai

Proceedings of the 8th International Conference on Learning Representations, 2020

SRNet: Improving Generalization in 3D Human Pose Estimation with a Split-and-Recombine Approach.

Ailing Zeng, Xiao Sun, Fuyang Huang, Minhao Liu, Qiang Xu, Stephen Lin

Proceedings of the Computer Vision - ECCV 2020, 2020

Disentangled Non-local Neural Networks.

Minghao Yin, Zhuliang Yao, Yue Cao, Xiu Li, Zheng Zhang, Stephen Lin, Han Hu

Proceedings of the Computer Vision - ECCV 2020, 2020

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

Proceedings of the Computer Vision - ECCV 2020, 2020

Spatially Adaptive Inference with Stochastic Feature Sampling and Interpolation.

Zhenda Xie, Zheng Zhang, Xizhou Zhu, Gao Huang, Stephen Lin

Proceedings of the Computer Vision - ECCV 2020, 2020

Point-Set Anchors for Object Detection, Instance Segmentation and Pose Estimation.

Fangyun Wei, Xiao Sun, Hongyang Li, Jingdong Wang, Stephen Lin

Proceedings of the Computer Vision - ECCV 2020, 2020

Object-Based Illumination Estimation with Rendering-Aware Neural Networks.

Xin Wei, Guojun Chen, Yue Dong, Stephen Lin, Xin Tong

Proceedings of the Computer Vision - ECCV 2020, 2020

Detecting Human-Object Interactions with Action Co-occurrence Priors.

Dong-Jin Kim, Xiao Sun, Jinsoo Choi, Stephen Lin, In So Kweon

Proceedings of the Computer Vision - ECCV 2020, 2020

A Transductive Approach for Video Object Segmentation.

Yizhuo Zhang, Zhirong Wu, Houwen Peng, Stephen Lin

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Single Image Reflection Removal Through Cascaded Refinement.

Chao Li, Yixiao Yang, Kun He, Stephen Lin, John E. Hopcroft

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Leveraging Multi-View Image Sets for Unsupervised Intrinsic Image Decomposition and Highlight Separation.

Renjiao Yi, Ping Tan, Stephen Lin

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Message from the 3DV 2020 Program Chairs.

Adrian Hilton, Zuzana Kukelova, Stephen Lin, Jun Sato

Proceedings of the 8th International Conference on 3D Vision, 2020

2019

Makeup Removal via Bidirectional Tunable De-Makeup Network.

Chong Cao, Feng Lu, Chen Li, Stephen Lin, Xukun Shen

IEEE Trans. Multim., 2019

Physically-Based Simulation of Cosmetics via Intrinsic Image Decomposition with Facial Priors.

Chen Li, Kun Zhou, Hsiang-Tao Wu, Stephen Lin

IEEE Trans. Pattern Anal. Mach. Intell., 2019

FCSS: Fully Convolutional Self-Similarity for Dense Semantic Correspondence.

Seungryong Kim, Dongbo Min, Bumsub Ham, Stephen Lin, Kwanghoon Sohn

IEEE Trans. Pattern Anal. Mach. Intell., 2019

Instance-wise Depth and Motion Learning from Monocular Videos.

Seokju Lee, Sunghoon Im, Stephen Lin, In So Kweon

CoRR, 2019

Mimicking the In-Camera Color Pipeline for Camera-Aware Object Compositing.

Jun Gao, Xiao Li, Liwei Wang, Sanja Fidler, Stephen Lin

CoRR, 2019

Angle-Closure Detection in Anterior Segment OCT based on Multi-Level Deep Network.

Huazhu Fu, Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Mani Baskaran, Meenakshi Mahesh, Tin Aung, Jiang Liu

CoRR, 2019

Learning Residual Flow as Dynamic Motion from Stereo Videos.

Seokju Lee, Sunghoon Im, Stephen Lin, In So Kweon

Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

DPSNet: End-to-end Deep Plane Sweep Stereo.

Sunghoon Im, Hae-Gon Jeon, Stephen Lin, In So Kweon

Proceedings of the 7th International Conference on Learning Representations, 2019

Explicit Spatiotemporal Joint Relation Learning for Tracking Human Pose.

Xiao Sun, Chuankang Li, Stephen Lin

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Deep Metric Transfer for Label Propagation with Limited Annotated Data.

Bin Liu, Zhirong Wu, Han Hu, Stephen Lin

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

GCNet: Non-Local Networks Meet Squeeze-Excitation Networks and Beyond.

Yue Cao, Jiarui Xu, Stephen Lin, Fangyun Wei, Han Hu

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

An Empirical Study of Spatial Attention Mechanisms in Deep Networks.

Xizhou Zhu, Dazhi Cheng, Zheng Zhang, Stephen Lin, Jifeng Dai

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

RepPoints: Point Set Representation for Object Detection.

Ze Yang, Shaohui Liu, Han Hu, Liwei Wang, Stephen Lin

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Local Relation Networks for Image Recognition.

Han Hu, Zheng Zhang, Zhenda Xie, Stephen Lin

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Deformable ConvNets V2: More Deformable, Better Results.

Xizhou Zhu, Han Hu, Stephen Lin, Jifeng Dai

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Visuomotor Understanding for Representation Learning of Driving Scenes.

Seokju Lee, Junsik Kim, Tae-Hyun Oh, Yongseop Jeong, Donggeun Yoo, Stephen Lin, In So Kweon

Proceedings of the 30th British Machine Vision Conference 2019, 2019

2018

Exposure: A White-Box Photo Post-Processing Framework.

Yuanming Hu, Hao He, Chenxi Xu, Baoyuan Wang, Stephen Lin

ACM Trans. Graph., 2018

Integrated Object Detection and Tracking with Tracklet-Conditioned Detection.

Zheng Zhang, Dazhi Cheng, Xizhou Zhu, Stephen Lin, Jifeng Dai

CoRR, 2018

Explicit Pose Deformation Learning for Tracking Human Poses.

Xiao Sun, Chuankang Li, Stephen Lin

CoRR, 2018

An Integral Pose Regression System for the ECCV2018 PoseTrack Challenge.

Xiao Sun, Chuankang Li, Stephen Lin

CoRR, 2018

Recurrent Transformer Networks for Semantic Correspondence.

Seungryong Kim, Stephen Lin, Sangryul Jeon, Dongbo Min, Kwanghoon Sohn

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

CoVieW'18: The 1st Workshop and Challenge on Comprehensive Video Understanding in the Wild.

Kwanghoon Sohn, Ming-Hsuan Yang, Hyeran Byun, Jongwoo Lim, Jison Hsu, Stephen Lin, Euntai Kim, Seungryong Kim

Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Multi-context Deep Network for Angle-Closure Glaucoma Screening in Anterior Segment OCT.

Huazhu Fu, Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Mani Baskaran, Meenakshi Mahesh, Tin Aung, Jiang Liu

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Faces as Lighting Probes via Unsupervised Deep Highlight Extraction.

Renjiao Yi, Chenyang Zhu, Ping Tan, Stephen Lin

Proceedings of the Computer Vision - ECCV 2018, 2018

A High-Quality Denoising Dataset for Smartphone Cameras.

Abdelrahman Abdelhamed, Stephen Lin, Michael S. Brown

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

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 Trans. Medical Imaging, 2017

Object-Based Multiple Foreground Segmentation in RGBD Video.

Huazhu Fu, Dong Xu, Stephen Lin

IEEE Trans. Image Process., 2017

Face inpainting based on high-level facial attributes.

Mahdi Jampour, Chen Li, Lap-Fai Yu, Kun Zhou, Stephen Lin, Horst Bischof

Comput. Vis. Image Underst., 2017

DCTM: Discrete-Continuous Transformation Matching for Semantic Flow.

Seungryong Kim, Dongbo Min, Stephen Lin, Kwanghoon Sohn

Proceedings of the IEEE International Conference on Computer Vision, 2017

Specular Highlight Removal in Facial Images.

Chen Li, Stephen Lin, Kun Zhou, Katsushi Ikeuchi

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Radiometric Calibration from Faces in Images.

Chen Li, Stephen Lin, Kun Zhou, Katsushi Ikeuchi

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

FCSS: Fully Convolutional Self-Similarity for Dense Semantic Correspondence.

Seungryong Kim, Dongbo Min, Bumsub Ham, Sangryul Jeon, Stephen Lin, Kwanghoon Sohn

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

FC^4: Fully Convolutional Color Constancy with Confidence-Weighted Pooling.

Yuanming Hu, Baoyuan Wang, Stephen Lin

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

Bayesian Depth-From-Defocus With Shading Constraints.

Chen Li, Shuochen Su, Yasuyuki Matsushita, Kun Zhou, Stephen Lin

IEEE Trans. Image Process., 2016

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 Process. Mag., 2016

Deep Self-Convolutional Activations Descriptor for Dense Cross-Modal Correspondence.

Seungryong Kim, Dongbo Min, Stephen Lin, Kwanghoon Sohn

CoRR, 2016

DeepVessel: Retinal Vessel Segmentation via Deep Learning and Conditional Random Field.

Huazhu Fu, Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Jiang Liu

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Unified Depth Prediction and Intrinsic Image Decomposition from a Single Image via Joint Convolutional Neural Fields.

Seungryong Kim, Kihong Park, Kwanghoon Sohn, Stephen Lin

Proceedings of the Computer Vision - ECCV 2016, 2016

Deep Self-correlation Descriptor for Dense Cross-Modal Correspondence.

Seungryong Kim, Dongbo Min, Stephen Lin, Kwanghoon Sohn

Proceedings of the Computer Vision - ECCV 2016, 2016

Image Deblurring Using Smartphone Inertial Sensors.

Zhe Hu, Lu Yuan, Stephen Lin, Ming-Hsuan Yang

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

Image based relighting using neural networks.

Peiran Ren, Yue Dong, Stephen Lin, Xin Tong, Baining Guo

ACM Trans. Graph., 2015

Object-Based Multiple Foreground Video Co-Segmentation via Multi-State Selection Graph.

Huazhu Fu, Dong Xu, Bao Zhang, Stephen Lin, Rabab K. Ward

IEEE Trans. Image Process., 2015

Image Classification With Densely Sampled Image Windows and Generalized Adaptive Multiple Kernel Learning.

Shengye Yan, Xinxing Xu, Dong Xu, Stephen Lin, Xuelong Li

IEEE Trans. Cybern., 2015

Automatic Feature Learning to Grade Nuclear Cataracts Based on Deep Learning.

Xinting Gao, Stephen Lin, Tien Yin Wong

IEEE Trans. Biomed. Eng., 2015

Automatic Optic Disc Detection in OCT Slices via Low-Rank Reconstruction.

Huazhu Fu, Dong Xu, Stephen Lin, Damon Wing Kee Wong, Jiang Liu

IEEE Trans. Biomed. Eng., 2015

Change-Based Image Cropping with Exclusion and Compositional Features.

Jianzhou Yan, Stephen Lin, Sing Bing Kang, Xiaoou Tang

Int. J. Comput. Vis., 2015

Unsupervised Extraction of Video Highlights via Robust Recurrent Auto-Encoders.

Huan Yang, Baoyuan Wang, Stephen Lin, David P. Wipf, Minyi Guo, Baining Guo

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Simulating makeup through physics-based manipulation of intrinsic image layers.

Chen Li, Kun Zhou, Stephen Lin

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Data-driven depth map refinement via multi-scale sparse representation.

HyeokHyen Kwon, Yu-Wing Tai, Stephen Lin

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Object-based RGBD image co-segmentation with mutex constraint.

Huazhu Fu, Dong Xu, Stephen Lin, Jiang Liu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Adaptive pooling over multiple trajectory attributes for action recognition.

Wangjiang Zhu, Baoyuan Wang, Stephen Lin

Proceedings of the 12th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2015

Continuous Symmetric Stereo with Adaptive Outlier Handling.

Chen Li, Lap-Fai Yu, Zhichao Lu, Yasuyuki Matsushita, Kun Zhou, Stephen Lin

Proceedings of the 2015 International Conference on 3D Vision, 2015

2014

Incident Light Measurement.

Stephen Lin

Computer Vision, A Reference Guide, 2014

Illumination Estimation, Illuminant Estimation.

Stephen Lin

Computer Vision, A Reference Guide, 2014

Fluorescent Lighting.

Stephen Lin

Computer Vision, A Reference Guide, 2014

Calibration of Radiometric Falloff (Vignetting).

Stephen Lin

Computer Vision, A Reference Guide, 2014

Acquisition of High Spatial and Spectral Resolution Video with a Hybrid Camera System.

Chenguang Ma, Xun Cao, Xin Tong, Qionghai Dai, Stephen Lin

Int. J. Comput. Vis., 2014

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

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

A Visual Evaluation Framework for In-Home Physical Rehabilitation.

Naimul Mefraz Khan, Stephen Lin, Ling Guan, Baining Guo

Proceedings of the 2014 IEEE International Symposium on Multimedia, 2014

Alpha Matting of Motion-Blurred Objects in Bracket Sequence Images.

Heesoo Myeong, Stephen Lin, Kyoung Mu Lee

Proceedings of the Computer Vision - ECCV 2014, 2014

Intrinsic Face Image Decomposition with Human Face Priors.

Chen Li, Kun Zhou, Stephen Lin

Proceedings of the Computer Vision - ECCV 2014, 2014

A Learning-to-Rank Approach for Image Color Enhancement.

Jianzhou Yan, Stephen Lin, Sing Bing Kang, Xiaoou Tang

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Object-Based Multiple Foreground Video Co-segmentation.

Huazhu Fu, Dong Xu, Bao Zhang, Stephen Lin

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013

Interactive chromaticity mapping for multispectral images.

Yanxiang Lan, Jiaping Wang, Stephen Lin, Minmin Gong, Xin Tong, Baining Guo

Vis. Comput., 2013

TransCut: Interactive Rendering of Translucent Cutouts.

Dongping Li, Xin Sun, Zhong Ren, Stephen Lin, Yiying Tong, Baining Guo, Kun Zhou

IEEE Trans. Vis. Comput. Graph., 2013

Global illumination with radiance regression functions.

Peiran Ren, Jiaping Wang, Minmin Gong, Stephen Lin, Xin Tong, Baining Guo

ACM Trans. Graph., 2013

3D shape regression for real-time facial animation.

Chen Cao, Yanlin Weng, Stephen Lin, Kun Zhou

ACM Trans. Graph., 2013

Single-Image Vignetting Correction from Gradient Distribution Symmetries.

Yuanjie Zheng, Stephen Lin, Sing Bing Kang, Rui Xiao, James C. Gee, Chandra Kambhamettu

IEEE Trans. Pattern Anal. Mach. Intell., 2013

Enhanced Photometric Stereo with Multispectral Images.

Tsuyoshi Takatani, Yasuyuki Matsushita, Stephen Lin, Yasuhiro Mukaigawa, Yasushi Yagi

Proceedings of the 13. IAPR International Conference on Machine Vision Applications, 2013

Efficient Reconstruction-Based Optic Cup Localization for Glaucoma Screening.

Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Jiang Liu, Dong Xu

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

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 Yim-lui Cheung, Tien Yin Wong

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Semantically-Based Human Scanpath Estimation with HMMs.

Huiying Liu, Dong Xu, Qingming Huang, Wen Li, Min Xu, Stephen Lin

Proceedings of the IEEE International Conference on Computer Vision, 2013

Shading-Based Shape Refinement of RGB-D Images.

Lap-Fai Yu, Sai Kit Yeung, Yu-Wing Tai, Stephen Lin

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Learning the Change for Automatic Image Cropping.

Jianzhou Yan, Stephen Lin, Sing Bing Kang, Xiaoou Tang

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012

Detection of Sudden Pedestrian Crossings for Driving Assistance Systems.

Yanwu Xu, Dong Xu, Stephen Lin, Tony X. Han, Xianbin Cao, Xuelong Li

IEEE Trans. Syst. Man Cybern. Part B, 2012

Diffusion curve textures for resolution independent texture mapping.

Xin Sun, Guofu Xie, Yue Dong, Stephen Lin, Weiwei Xu, Wencheng Wang, Xin Tong, Baining Guo

ACM Trans. Graph., 2012

A Closed-Form Solution to Retinex with Nonlocal Texture Constraints.

Qi Zhao, Ping Tan, Qiang Dai, Li Shen, Enhua Wu, Stephen Lin

IEEE Trans. Pattern Anal. Mach. Intell., 2012

A New In-Camera Imaging Model for Color Computer Vision and Its Application.

Seon Joo Kim, Hai Ting Lin, Zheng Lu, Sabine Süsstrunk, Stephen Lin, Michael S. Brown

IEEE Trans. Pattern Anal. Mach. Intell., 2012

Image-based clothes animation for virtual fitting.

Zhenglong Zhou, Bo Shu, Shaojie Zhuo, Xiaoming Deng, Ping Tan, Stephen Lin

Proceedings of the SIGGRAPH Asia 2012 Technical Briefs, Singapore, November 28, 2012

Efficient Optic Cup Detection from Intra-image Learning with Retinal Structure Priors.

Yanwu Xu, Jiang Liu, Stephen Lin, Dong Xu, Carol Yim-lui Cheung, Tin Aung, Tien Yin Wong

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Removal of dust artifacts in focal stack image sequences.

Chen Li, Kun Zhou, Stephen Lin

Proceedings of the 21st International Conference on Pattern Recognition, 2012

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

Proceedings of the Computer Vision - ECCV 2012, 2012

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

Proceedings of the Computer Vision - ECCV 2012, 2012

Motion-aware noise filtering for deblurring of noisy and blurry images.

Yu-Wing Tai, Stephen Lin

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011

Semantic colorization with internet images.

Alex Yong Sang Chia, Shaojie Zhuo, Raj Kumar Gupta, Yu-Wing Tai, Siu-Yeung Cho, Ping Tan, Stephen Lin

ACM Trans. Graph., 2011

A Prism-Mask System for Multispectral Video Acquisition.

Xun Cao, Hao Du, Xin Tong, Qionghai Dai, Stephen Lin

IEEE Trans. Pattern Anal. Mach. Intell., 2011

Coded Aperture Pairs for Depth from Defocus and Defocus Deblurring.

Changyin Zhou, Stephen Lin, Shree K. Nayar

Int. J. Comput. Vis., 2011

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 Yim-lui Cheung, Tin Aung, Tien Yin Wong

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

High resolution multispectral video capture with a hybrid camera system.

Xun Cao, Xin Tong, Qionghai Dai, Stephen Lin

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010

Line space gathering for single scattering in large scenes.

Xin Sun, Kun Zhou, Stephen Lin, Baining Guo

ACM Trans. Graph., 2010

Correction of Spatially Varying Image and Video Motion Blur Using a Hybrid Camera.

Yu-Wing Tai, Hao Du, Michael S. Brown, Stephen Lin

IEEE Trans. Pattern Anal. Mach. Intell., 2010

Message from the Guest Editors-In-Chief.

Toshikazu Wada, Fay Huang, Stephen Lin

IPSJ Trans. Comput. Vis. Appl., 2010

Super resolution using edge prior and single image detail synthesis.

Yu-Wing Tai, Shuaicheng Liu, Michael S. Brown, Stephen Lin

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Coded exposure imaging for projective motion deblurring.

Yu-Wing Tai, Naejin Kong, Stephen Lin, Sung Yong Shin

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009

Single-Image Vignetting Correction.

Yuanjie Zheng, Stephen Lin, Chandra Kambhamettu, Jingyi Yu, Sing Bing Kang

IEEE Trans. Pattern Anal. Mach. Intell., 2009

Enhancing Bilinear Subspace Learning by Element Rearrangement.

Dong Xu, Shuicheng Yan, Stephen Lin, Thomas S. Huang, Shih-Fu Chang

IEEE Trans. Pattern Anal. Mach. Intell., 2009

Detail Recovery for Single-image Defocus Blur.

Yu-Wing Tai, Huixuan Tang, Michael S. Brown, Stephen Lin

IPSJ Trans. Comput. Vis. Appl., 2009

Coded aperture pairs for depth from defocus.

Changyin Zhou, Stephen Lin, Shree K. Nayar

Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

A prism-based system for multispectral video acquisition.

Hao Du, Xin Tong, Xun Cao, Stephen Lin

Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Single-image optical center estimation from vignetting and tangential gradient symmetry.

Yuanjie Zheng, Chandra Kambhamettu, Stephen Lin

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008

Filtering and Rendering of Resolution-Dependent Reflectance Models.

Ping Tan, Stephen Lin, Long Quan, Baining Guo, Harry Shum

IEEE Trans. Vis. Comput. Graph., 2008

Discriminant Locally Linear Embedding With High-Order Tensor Data.

Xuelong Li, Stephen Lin, Shuicheng Yan, Dong Xu

IEEE Trans. Syst. Man Cybern. Part B, 2008

Real-time smoke rendering using compensated ray marching.

Kun Zhou, Zhong Ren, Stephen Lin, Hujun Bao, Baining Guo, Heung-Yeung Shum

ACM Trans. Graph., 2008

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, Heung-Yeung Shum

ACM Trans. Graph., 2008

Intrinsic colorization.

Xiaopei Liu, Liang Wan, Yingge Qu, Tien-Tsin Wong, Stephen Lin, Chi-Sing Leung, Pheng-Ann Heng

ACM Trans. Graph., 2008

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 Trans. Circuits Syst. Video Technol., 2008

Convergent 2-D Subspace Learning With Null Space Analysis.

Dong Xu, Shuicheng Yan, Stephen Lin, Thomas S. Huang

IEEE Trans. Circuits Syst. Video Technol., 2008

Subpixel Photometric Stereo.

Ping Tan, Stephen Lin, Long Quan

IEEE Trans. Pattern Anal. Mach. Intell., 2008

Separating corneal reflections for illumination estimation.

Huiqiong Wang, Stephen Lin, Xiuqing Ye, Weikang Gu

Neurocomputing, 2008

Gradient-based Interpolation and Sampling for Real-time Rendering of Inhomogeneous, Single-scattering Media.

Zhong Ren, Kun Zhou, Stephen Lin, Baining Guo

Comput. Graph. Forum, 2008

Single-image vignetting correction using radial gradient symmetry.

Yuanjie Zheng, Jingyi Yu, Sing Bing Kang, Stephen Lin, Chandra Kambhamettu

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Image/video deblurring using a hybrid camera.

Yu-Wing Tai, Hao Du, Michael S. Brown, Stephen Lin

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Intrinsic image decomposition with non-local texture cues.

Li Shen, Ping Tan, Stephen Lin

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007

Rank-One Projections With Adaptive Margins for Face Recognition.

Dong Xu, Stephen Lin, Shuicheng Yan, Xiaoou Tang

IEEE Trans. Syst. Man Cybern. Part B, 2007

Interactive relighting with dynamic BRDFs.

Xin Sun, Kun Zhou, Yanyun Chen, Stephen Lin, Jiaoying Shi, Baining Guo

ACM Trans. Graph., 2007

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 Trans. Image Process., 2007

Graph Embedding and Extensions: A General Framework for Dimensionality Reduction.

Shuicheng Yan, Dong Xu, Benyu Zhang, HongJiang Zhang, Qiang Yang, Stephen Lin

IEEE Trans. Pattern Anal. Mach. Intell., 2007

Removal of Image Artifacts Due to Sensor Dust.

Changyin Zhou, Stephen Lin

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Element Rearrangement for Tensor-Based Subspace Learning.

Shuicheng Yan, Dong Xu, Stephen Lin, Thomas S. Huang, Shih-Fu Chang

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Radiometric Calibration from Noise Distributions.

Yasuyuki Matsushita, Stephen Lin

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

A Probabilistic Intensity Similarity Measure based on Noise Distributions.

Yasuyuki Matsushita, Stephen Lin

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006

Spherical harmonics scaling.

Jiaping Wang, Kun Xu, Kun Zhou, Stephen Lin, Shi-Min Hu, Baining Guo

Vis. Comput., 2006

Appearance manifolds for modeling time-variant appearance of materials.

Jiaping Wang, Xin Tong, Stephen Lin, Minghao Pan, Chao Wang, Hujun Bao, Baining Guo, Heung-Yeung Shum

ACM Trans. Graph., 2006

Resolution-Enhanced Photometric Stereo.

Ping Tan, Stephen Lin, Long Quan

Proceedings of the Computer Vision, 2006

Single-Image Vignetting Correction.

Yuanjie Zheng, Stephen Lin, Sing Bing Kang

Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Separation of Highlight Reflections on Textured Surfaces.

Ping Tan, Long Quan, Stephen Lin

Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

2005

Shell radiance texture functions.

Ying Song, Yanyun Chen, Xin Tong, Stephen Lin, Jiaoying Shi, Baining Guo, Heung-Yeung Shum

Vis. Comput., 2005

Light Field Morphing Using 2D Features.

Lifeng Wang, Stephen Lin, Seungyong Lee, Baining Guo, Heung-Yeung Shum

IEEE Trans. Vis. Comput. Graph., 2005

Precomputed shadow fields for dynamic scenes.

Kun Zhou, Yaohua Hu, Stephen Lin, Baining Guo, Heung-Yeung Shum

ACM Trans. Graph., 2005

Modeling and rendering of quasi-homogeneous materials.

Xin Tong, Jiaping Wang, Stephen Lin, Baining Guo, Heung-Yeung Shum

ACM Trans. Graph., 2005

Multiresolution Reflectance Filtering.

Ping Tan, Stephen Lin, Long Quan, Baining Guo, Heung-Yeung Shum

Proceedings of the Eurographics Symposium on Rendering Techniques, Konstanz, Germany, June 29, 2005

Separating Reflections in Human Iris Images for Illumination Estimation.

Huiqiong Wang, Stephen Lin, Xiaopei Liu, Sing Bing Kang

Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

2004

Shell texture functions.

Yanyun Chen, Xin Tong, Jiaping Wang, Stephen Lin, Baining Guo, Heung-Yeung Shum

ACM Trans. Graph., 2004

Lighting And Shadow Interpolation Using Intrinsic Lumigraphs.

Yasuyuki Matsushita, Stephen Lin, Heung-Yeung Shum, Xin Tong, Sing Bing Kang

Int. J. Image Graph., 2004

Generalized Displacement Maps.

Xi Wang, Xin Tong, Stephen Lin, Shi-Min Hu, Baining Guo, Heung-Yeung Shum

Proceedings of the 15th Eurographics Workshop on Rendering Techniques, 2004

Generic slow-motion replay detection in sports video.

Lei Wang, Xu Liu, Steve Lin, Guangyou Xu, Heung-Yeung Shum

Proceedings of the 2004 International Conference on Image Processing, 2004

Face alignment using intrinsic information.

Yuchi Huang, Stephen Lin, Hanqing Lu, Heung-Yeung Shum

Proceedings of the 2004 International Conference on Image Processing, 2004

Real-time environment map interpolation.

Wenle Wang, Lifeng Wang, Stephen Lin, Jianmin Wang, Baining Guo

Proceedings of the Third International Conference on Image and Graphics, 2004

Automatic extraction of semantic colors in sports video.

Lei Wang, Boyi Zeng, Steve Lin, Guangyou Xu, Heung-Yeung Shum

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Face Alignment Under Variable Illumination.

Yuchi Huang, Stephen Lin, Stan Z. Li, Hanqing Lu, Heung-Yeung Shum

Proceedings of the Sixth IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2004), 2004

Estimating Intrinsic Images from Image Sequences with Biased Illumination.

Yasuyuki Matsushita, Stephen Lin, Sing Bing Kang, Heung-Yeung Shum

Proceedings of the Computer Vision, 2004

Radiometric Calibration from a Single Image.

Stephen Lin, Jinwei Gu, Shuntaro Yamazaki, Heung-Yeung Shum

Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

2003

Realistic Rendering and Animation of Knitwear.

Yanyun Chen, Stephen Lin, Hua Zhong, Ying-Qing Xu, Baining Guo, Heung-Yeung Shum

IEEE Trans. Vis. Comput. Graph., 2003

View-dependent displacement mapping.

Lifeng Wang, Xi Wang, Xin Tong, Stephen Lin, Shi-Min Hu, Baining Guo, Heung-Yeung Shum

ACM Trans. Graph., 2003

Highlight Removal by Illumination-Constrained Inpainting.

Ping Tan, Stephen Lin, Long Quan, Heung-Yeung Shum

Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

Multiple-cue Illumination Estimation in Textured Scenes.

Yuanzhen Li, Stephen Lin, Hanqing Lu, Heung-Yeung Shum

Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

2002

Lighting Interpolation by Shadow Morphing Using Intrinsic Lumigraphs.

Yasuyuki Matsushita, Sing Bing Kang, Stephen Lin, Heung-Yeung Shum, Xin Tong

Proceedings of the 10th Pacific Conference on Computer Graphics and Applications, 2002

Single-Image Reflectance Estimation for Relighting by Iterative Soft Grouping.

Yuanzhen Li, Stephen Lin, Sing Bing Kang, Hanqing Lu, Heung-Yeung Shum

Proceedings of the 10th Pacific Conference on Computer Graphics and Applications, 2002

Variational Specular Separation Using Color and Polarization.

Dae Woong Kim, Stephen Lin, Ki-Sang Hong, Heung-Yeung Shum

Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2002), 2002

Multibaseline Stereo in the Presence of Specular Reflections.

Yuanzhen Li, Stephen Lin, Hanqing Lu, Sing Bing Kang, Heung-Yeung Shum

Proceedings of the 16th International Conference on Pattern Recognition, 2002

Diffuse-Specular Separation and Depth Recovery from Image Sequences.

Stephen Lin, Yuanzhen Li, Sing Bing Kang, Xin Tong, Heung-Yeung Shum

Proceedings of the Computer Vision, 2002

2001

Photorealistic rendering of knitwear using the lumislice.

Ying-Qing Xu, Yanyun Chen, Stephen Lin, Hua Zhong, Enhua Wu, Baining Guo, Heung-Yeung Shum

Proceedings of the 28th Annual Conference on Computer Graphics and Interactive Techniques, 2001

Separation of Diffuse and Specular Reflection in Color Images.

Stephen Lin, Heung-Yeung Shum

Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

2000

Photometric modeling of specular and diffuse appearance.

Stephen Lin

PhD thesis, 2000