Ming-Hsuan Yang: Publications

Last Update: 04/14/22

Books and Chapters

• Toward Robust Online Visual Tracking
  Ming-Hsuan Yang and Jeffrey Ho
  Distributed Video Sensor Networks (eds. Bir Bhanu, Chinya V. Ravishankar, Amit K. Roy-Chowdhury, Hamid Aghajan and Demetri Terzopoulos), pp. 119-136, 2011.
  PDF

• Face Detection
  Ming-Hsuan Yang
  Encyclopedia of Biometrics (eds. Stan Z. Li), pp. 303-308, 2009.
  PDF

• Object Recognition
  Ming-Hsuan Yang
  Encyclopedia of Database Systems (eds. Ling Liu and M. Tamer Ozsu), pp. 1936-1939, 2009.
  PDF

• Face Detection and Hand Gesture Recognition for Human Computer Interaction
  Ming-Hsuan Yang and Narendra Ahuja
  Kluwer Academic Publishers (ISBN: 0-7923-7409-6), 2001.

Selected Journal Papers

• Shaping Deep Feature Space towards Gaussian Mixture for Visual Classification
  Weitao Wan, Jiansheng Chen, Cheng yu, Tong Wu, Yuanyi Zhong, and Ming-Hsuan Yang
  IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 2022.
  PDF code and dataset

• Learning Enriched Features for Fast Image Restoration and Enhancement
  Syed Waqas Zamir, Aditya Arora, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang and Ling Shao
  IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 2022.
  PDF code and dataset

• Learning to See through Obstructions with Layered Decomposition
  Yu-Lun Liu, Wei-Sheng Lai, Ming-Hsuan Yang, Yung-Yu Chuang, and Jia-Bin Huang
  IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 2022.
  PDF code and dataset

• Toward Real-World Super-Resolution via Adaptive Downsampling Models
  Sanghyun Son, Jaeha Kim, Wei-Sheng Lai, Ming-Hsuan Yang, and Kyoung Mu Lee
  IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 2022.
  PDF code and dataset

• Learning Spatially Variant Linear Representation Models for Joint Filtering
  Jiangxin Dong, Jinshan Pan, Jimmy Ren, Liang Lin, Jinghui Tang, Ming-Hsuan Yang
  IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 2022.
  PDF code and dataset

• Weakly Supervised Object Localization and Detection: A Survey
  Dingwen Zhang, Junwei Han, Gong Cheng, Ming-Hsuan Yang
  IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 2022.
  PDF

• Deblurring Dynamic Scenes via Spatially Varying Recurrent Neural Networks
  Wenqi Ren, Jiawei Zhang, Jinshan Pan, Sifei Liu, Jimmy Ren, Junping Du, Xiaochun Cao, and Ming-Hsuan Yang
  IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 2022.
  PDF code and dataset

• Deep Object Tracking with Shrinkage Loss
  Xiankai Lu, Chao Ma, Jianbing Shen, Xiaokang Yang, Ian Reid, and Ming-Hsuan Yang
  IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 2022.
  PDF code and dataset

• Exploiting Raw Images for Real-Scene Super-Resolution
  Xiangyu Xu, Yongrui Ma, Wenxiu Sun, and Ming-Hsuan Yang
  IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 2022.
  PDF code and dataset

• TapLab: A Fast Framework for Semantic Video Segmentation Tapping into Compressed-Domain Knowledge
  Junyi Feng, Songyuan Li, Xi Li, Fei Wu, Qi Tian, Ming-Hsuan Yang and Haibin Liang
  IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 44, no. 3, pp. 1591-1603, 2022.
  PDF code and dataset

• Learning Contrastive Representation for Semantic Correspondence
  Taihong Xiao, Sifei Liu, Shalini De Mello, Zhiding Yu, Jan Kautz, and Ming-Hsuan Yang
  International Journal of Computer Vision (IJCV), 2022.
  PDF code and dataset

• Dual Convolutional Neural Networks for Low-Level Vision
  Jinshan Pan, Deqing Sun, Jiawei Zhang, Jinhui Tang, Jian Yang, Yu-Wing Tai, and Ming-Hsuan Yang
  International Journal of Computer Vision (IJCV), 2022.
  PDF code and dataset

• Continuous and Diverse Image-to-Image Translation via Signed Attribute Vectors
  Qi Mao, Hung-Yu Tseng, Hsin-Ying Lee, Jia-Bin Huang, Siwei Ma, and Ming-Hsuan Yang
  International Journal of Computer Vision (IJCV), 2022.
  PDF code and dataset

• Correcting Face Distortion in Wide-Angle Videos
  Wei-Sheng Lai, Yichang Shih, Chia-Kai, and Ming-Hsuan Yang
  IEEE Transactions on Image Processing (TIP), vol. 31, pp. 366-378, 2022.
  PDF code and dataset

• Show, Match and Segment: Joint Weakly Supervised Learning of Semantic Matching and Object Co-segmentation
  Yun-Chun Chen, Yen-Yu Lin, Ming-Hsuan Yang, and Jia-Bin Huang
  IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 43, no. 10, pp. 3632-3647, 2021.
  PDF code and dataset

• Physics-Based Generative Adversarial Models for Image Restoration and Beyond
  Jinshan Pan, Jiangxin Dong, Yang Liu, Jiawei Zhang, Jimmy Ren, Jinhui Tang, Yu-Wing Tai, and Ming-Hsuan Yang
  IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 43, no. 7, pp. 2449-2462, 2021.
  PDF code and dataset

• Learning to Localize Sound Sources in Visual Scenes: Analysis and Applications
  Arda Senocak, Tae-Hyun Oh, Junsik Kim, Ming-Hsuan Yang and In So Kweon
  IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 43, no. 5, pp. 1605-1619, 2021.
  PDF code and dataset

• MEMC-Net: Motion Estimation and Motion Compensation Driven Neural Network for Video Interpolation and Enhancement
  Wenbo Bao, Wei-Sheng Lai, Xiaoyun Zhang, Zhiyong Gao, and Ming-Hsuan Yang
  IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 43, no. 3, pp. 933-948, 2021.
  PDF code and dataset

• Res2Net: A New Multi-scale BackboneArchitecture
  Shang-Hua Gao, Ming-Ming Cheng, Kai Zhao, Xin-Yu Zhang, Ming-Hsuan Yang, and Philip Torr
  IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 43, no. 2, pp. 284-299, 2021.
  PDF code and dataset

• Simultaneous Fidelity and Regularization Learning for Image Restoration
  Dongwei Ren, Wangmeng Zuo, David Zhang, Lei Zhang, and Ming-Hsuan Yang
  IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 43, no. 1, pp. 284-299, 2021.
  PDF code and dataset

• Learning to Caricature via Semantic Shape Transformation
  Wenqing Chu, Wei-Chih Hung, Yi-Hsuan Tsai, Yi-Ting Chang, Yijun Li, Deng Cai, and Ming-Hsuan Yang
  International Journal of Computer Vision (IJCV), 2021.
  PDF code and dataset

• Unsupervised feature learning for self-tuning neural networks
  Jongbin Ryu, Ming-Hsuan Yang, and Jongwoo Lim
  Neural Networks (NN), vol. 133, pp. 103-111, 2021.
  PDF code and dataset

• Learning Recurrent Memory Activation Networks for Visual Tracking
  Shi Pu, Yibing Song, Chao Ma, Honggang Zhang, and Ming-Hsuan Yang
  IEEE Transactions on Image Processing (TIP), vol. 30, pp. 725-738, 2021.
  PDF code and dataset

• Self-Attentive 3D Human Pose and Shape Estimation from Videos
  Yun-Chun Chen, Marco Piccirilli, Robinson Piramuthu, and Ming-Hsuan Yang
  Computer Vision and Image Understanding (CVIU), vol. 213, pp. 103305, 2021.
  PDF code and dataset

• Subspace Clustering via Good Neighbors
  Jufeng Yang, Jie Liang, Kai Wang, Paul Rosin, and Ming-Hsuan Yang
  IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 42, no. 6, pp. 1537-1544, 2020.
  PDF code and dataset

• Progressive Representation Adaptation for Weakly Supervised Object Localization
  Dong Li, Jia-Bin Huang, Yali Li, Shengjin Wang, and Ming-Hsuan Yang
  IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 42, no. 6, pp. 1424-1438, 2020.
  PDF code and dataset

• Weakly-Supervised Semantic Segmentation by Iterative Affinity Learning
  Xiang Wang, Sifei Liu, Huimin Ma, and Ming-Hsuan Yang
  International Journal of Computer Vision (IJCV), vol. 128, no. 6, pp. 1736-1749, 2020.
  PDF code and dataset

• Exploiting Semantics for Face Image Deblurring
  Ziyi Shen, Wei-Sheng Lai, Tingfa Xu, Jan Kautz, and Ming-Hsuan Yang
  International Journal of Computer Vision (IJCV), vol. 128, no. 7, pp. 1699-1721, 2020.
  PDF code and dataset

• Gated Fusion Network for Degraded Image Super Resolution
  Xinyi Zhang, Hang Dong, Zhe Hu, Wei-Sheng Lai, Fei Wang, and Ming-Hsuan Yang
  International Journal of Computer Vision (IJCV), vol. 128, no. 6, pp. 1699-1721, 2020.
  PDF code and dataset

• DRIT++: Diverse Image-to-Image Translation via Disentangled Representations
  Hsin-Ying Lee, Hung-Yu Tseng, Qi Mao, Jia-Bin Huang, Yu-Ding Lu, Maneesh Singh, and Ming-Hsuan Yang
  International Journal of Computer Vision (IJCV), vol. 128, no. 10, pp. 2402-2417, 2020.
  PDF code and dataset

• Single Image Dehazing via Multi-Scale Convolutional Neural Networks with Holistic Edges
  Wenqi Ren, Jinshan Pan, Hua Zhang, Xiaochun Cao, and Ming-Hsuan Yang
  International Journal of Computer Vision (IJCV), vol. 128, no. 1, pp. 240-259, 2020.
  PDF code and dataset

• VOSTR: Video Object Segmentation via Transferable Representations
  Yi-Wen Chen, Yi-Hsuan Tsai, Yen-Yu Lin, and Ming-Hsuan Yang
  International Journal of Computer Vision (IJCV), vol. 128, no. 4, pp. 931-949, 2020.
  PDF code and dataset

• Tracking Persons-of-Interest via Unsupervised Representation Adaptation
  Shun Zhang, Jia-Bin Huang, Jongwoo Lim, Yihong Gong, Jinjun Wang, Narendra Ahuja, and Ming-Hsuan Yang
  International Journal of Computer Vision (IJCV), vol. 128, no. 1, pp. 96-120, 2020.
  PDF code and dataset

• UA-DETRAC: A New Benchmark and Protocol for Multi-Object Detection and Tracking
  Longyin Wen, Dawei Du, Zhaowei Cai, Zhen Lei, Ming-Ching Chang, Honggang Qi, Jongwoo Lim, Ming-Hsuan Yang, and Siwei Lyu
  Computer Vision and Image Understanding (CVIU), vol. 193, pp. 102907, 2020.
  PDF code and dataset

• Semi-Supervised Image Dehazing
  Lerenhan Li, Yunlong Dong, Wenqi Ren, Jinshan Pan, Changxin Gao, Nong Sang, and Ming-Hsuan Yang
  IEEE Transactions on Image Processing (TIP), vol. 29, pp. 2766-2779, 2020.
  PDF code and dataset

• Attribute-Guided Attention for Referring Expression Generation and Comprehension
  Jingyu Liu, Wei Wang, Liang Wang, and Ming-Hsuan Yang
  IEEE Transactions on Image Processing (TIP), vol. 29, pp. 5244-5258, 2020.
  PDF code and dataset

• Dynamic Scene Deblurring by Depth Guided Model
  Lerenhan Li, Jinshan Pan, Wei-Sheng Lai, Changxin Gao, Nong Sang, and Ming-Hsuan Yang
  IEEE Transactions on Image Processing (TIP), vol. 29, pp. 5273-5288, 2020.
  PDF code and dataset

• PiCANet: Pixel-Wise Contextual Attention Learning for Accurate Saliency Detection
  Nian Liu, Junwei han, and Ming-Hsuan Yang
  IEEE Transactions on Image Processing (TIP), vol. 29, pp. 6438-6451, 2020.
  PDF code and dataset

• Learning Spatial and Spatio-Temporal Pixel Aggregations for Image and Video Denoising
  Xiangyu Xu, Muchen Li, Wenxiu Sun, and Ming-Hsuan Yang
  IEEE Transactions on Image Processing (TIP), vol. 29, pp. 7153-7165, 2020.
  PDF code and dataset

• Transfer Learning in Computer Vision Tasks: Remember Where You Come From
  Xuhong Li, Yves Grandavalet, Franck Davoine, Jingchun Cheng, Yin Cui, Hang Zhang, Serge Belongie, Yi-Hsuan Tsai and Ming-Hsuan Yang
  Image and Vision Computing (IVC), vol. 93, pp. 103853, 2020.
  PDF code and dataset

• Joint Image Filtering with Deep Convolutional Networks
  Yijun Li, Jia-Bin Huang, Narendra Ahuja, and Ming-Hsuan Yang
  IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 41, no. 8, pp. 1909-1923, 2019.
  PDF code and dataset

• Fast and Accurate Image Super-Resolution with Deep Laplacian Pyramid Networks
  Wei-Sheng Lai, Jia-Bin Huang, Narendra Ahuja, and Ming-Hsuan Yang
  IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 41, no. 11, pp. 2599-2613, 2019.
  PDF code and dataset

• Visual Tracking via Dynamic Graph Learning
  Chenglong Li, Liang Lin, Wangmeng Zuo, Jin Tang, and Ming-Hsuan Yang
  IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 41, no. 11, pp. 2770-2782, 2019.
  PDF code and dataset

• Robust Visual Tracking via Hierarchical Convolutional Features
  Chao Ma, Jia-Bin Huang, Xiaokang Yang, and Ming-Hsuan Yang
  IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 41, no. 11, pp. 2709-2723, 2019.
  PDF code and dataset

• Learning Support Correlation Filters for Visual Tracking
  Wangmeng Zuo, Xiaohe Wu, Liang Li, Lei Zhang, and Ming-Hsuan Yang
  IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 41, no. 5, pp. 1158-1172, 2019.
  PDF code and dataset

• Learning to Deblur Images with Exemplars
  Jinshan Pan, Wenqi Ren, Zhe Hu, and Ming-Hsuan Yang
  IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 41, no. 6, pp. 1412-1425, 2019.
  PDF code and dataset

• Hedging Deep Features for Visual Tracking
  Yuankai Qi, Shengping Zhang, Lei Qin, Qingming Huang, Hongxun Yao, Jongwoo Lim, and Ming-Hsuan Yang
  IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 2019.
  PDF code and dataset

• Multi-Task Structure-aware Context Modeling for Robust Keypoint-based Object Tracking
  Xi Li, Liming Zhao, Wei Ji, Yiming Wu, Fei Wu, Ming-Hsuan Yang, Dacheng Tao, and Ian Reid
  IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 41, no. 4, pp. 915-927, 2019.
  PDF code and dataset

• Robust Structural Sparse Tracking
  Tianzhu Zhang, Changsheng Xu, and Ming-Hsuan Yang
  IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 41, no. 2, pp. 473-486, 2019.
  PDF code and dataset

• Learning Multi-task Correlation Particle Filters for Visual Tracking
  Tianzhu Zhang, Changsheng Xu, and Ming-Hsuan Yang
  IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 41, no. 2, pp. 365-378, 2019.
  PDF code and dataset

• Head and Body Orientation Estimation Using Convolutional Random Projection Forests
  Donghoon Lee, Ming-Hsuan Yang, and Songhwai Oh
  IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 41, no. 1, pp. 107-120, 2019.
  PDF code and dataset

• Joint Face Hallucination and Deblurring via Facial Structure Generation and Detail Enhancement
  Yibing Song, Jiawei Zhang, Lijun Gong, Shengfeng H, Linchao Bao, Jinshan Pan, Qingxiong Yang, and Ming-Hsuan Yang
  International Journal of Computer Vision (IJCV), vol. 127, no. 6-7, pp. 785-800, 2019.
  PDF code and dataset

• Blind Image Deblurring via Deep Discriminative Priors
  Lerenhan Li, Jinshan Pan, Wei-Sheng Lai, Changxin Gao, Nong Sang, and Ming-Hsuan Yang
  International Journal of Computer Vision (IJCV), vol. 127, no. 8, pp. 1025-1043, 2019.
  PDF code and dataset

• Structural Constraint Data Association for Online Multi-Object Tracking
  Kuk-Jin Yoon, Ju Hong Yoon, Chang-Ryeol Lee, and Ming-Hsuan Yang
  International Journal of Computer Vision (IJCV), vol. 127, no. 1, pp. 1-21, 2019.
  PDF code and dataset

• Spatiotemporal GMM Background Subtraction with Superpixel Hierarchy
  Mingliang Chen, Xing Wei, Qingxiong Yang, Qing Li, Gang Wang, and Ming-Hsuan Yang
  IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 40, no. 6, pp. 1518-1525, 2018.
  PDF code and dataset

• Deblurring Images via Dark Channel Prior
  Jinshan Pan, Deqing Sun, Hanspeter Pfister and Ming-Hsuan Yang
  IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 40, no. 10, pp. 2315-2328, 2018.
  PDF code and dataset

• Deblurring Low-Light Images with Light Streaks
  Zhe Hu, Sunghyun Cho, Jue Wang, and Ming-Hsuan Yang
  IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 40, no. 10, pp. 2329-2341, 2018.
  PDF code and dataset

• Adaptive Correlation Filters with Long-Term and Short-Term Memory for Object Tracking
  Chao Ma, Jia-Bin Huang, Xiaokang Yang, and Ming-Hsuan Yang
  International Journal of Computer Vision (IJCV), vol. 126, no. 6, pp. 597-614, 2018.
  PDF code and dataset

• Hallucinating Compressed Face Images
  Chih-Yuan Yang, Sifei Liu, and Ming-Hsuan Yang
  International Journal of Computer Vision (IJCV), vol 126, no. 6, pp. 597-614, 2018.
  PDF code and data additional results

• Direct Pose Estimation for Planar Objects
  Po-Chen Wu, Hung-Yu Tseng, Ming-Hsuan Yang, and Ming-Hsuan Yang
  Computer Vision and Image Understanding (CVIU), vol. 172, pp. 50-66, 2018.
  PDF code and dataset

• Ensemble Convolutional Neural Networks for Pose Estimation
  Yuki Kawana, Norimichi Ukita, Jia-Bin Huang, and Ming-Hsuan Yang
  Computer Vision and Image Understanding (CVIU), vol. 169, pp. 64-72, 2018
  PDF code and dataset

• Low-Light Image Enhancement via a Deep Hybrid Network
  Wenqi Ren, Sifei Liu, Lin Ma, Qianqian Xu, Xiangyu Xu, Xiaochun Cao, Junping Du, and Ming-Hsuan Yang
  IEEE Transactions on Image Processing (TIP), vol. 40, no. 10, pp. 2329-2341, 2019.
  PDF code and dataset

• Composing Semantic Collage for Image Retargeting
  Si Liu, Zhen Wei, Yao Sun, Xinyu Ou, Junyu Lin, Bin Liu, and Ming-Hsuan Yang
  IEEE Transactions on Image Processing (TIP), vol. 27, no. 10, pp. 5032-5043, 2018.
  PDF code and dataset

• Superpixel Hierarchy
  Xing Wei, Qingxiong Yang, Yihong Gong, Narendra Ahuja, and Ming-Hsuan Yang
  IEEE Transactions on Image Processing (TIP), vol. 27, no. 10, pp. 4838-4849, 2018.
  PDF code and dataset

• Motion Blur Kernel Estimation via Deep Learning
  Xiangyu Xu, Jinshan Pan, Yujin Zhang, and Ming-Hsuan Yang
  IEEE Transactions on Image Processing (TIP), vol. 27, no. 1, pp. 194-205, 2018.
  PDF code and dataset

• Exploiting Spatial-Temporal Locality of Tracking via Structured Dictionary Learning
  Yao Sui, Guanghui Wang, Li Zhang, and Ming-Hsuan Yang
  IEEE Transactions on Image Processing (TIP), vol. 27, no. 3, pp. 1282-1296, 2018.
  PDF code and dataset

• Ranking Saliency
  Lihe Zhang, Chuan Yang, Huchuan Lu, Xiang Ruan, and Ming-Hsuan Yang
  IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 39, no. 9, pp. 1892-1903, 2017.
  PDF code and dataset

• Evaluation of Segmentation Quality via Adaptive Composition of Reference Segmentations
  Bo Peng, Lei Zhang, Xuanqin Mou, and Ming-Hsuan Yang
  IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 39, no. 10, pp. 1929-1941, 2017.
  PDF code and dataset

• An Efficient Globally Optimal Algorithm for Asymmetric Point Matching
  Wei Lian, Lei Zhang, and Ming-Hsuan Yang
  IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 39, no. 7, pp. 1281-1293, 2017.
  PDF code and dataset

• Top-Down Visual Saliency via Joint CRF and Dictionary Learning
  Jimei Yang and Ming-Hsuan Yang
  IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 39, no. 3, pp. 576-588, 2017.
  PDF code and dataset

• L0-Regularized Intensity and Gradient Prior for Deblurring Text Images and Beyond
  Jinshan Pan, Zhe Hu, Zhixun Su, and Ming-Hsuan Yang
  IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 39, no. 2, pp. 342-355, 2017.
  PDF code and dataset

• Semantic-driven Generation of Hyperlapse from 360 degree Video
  Wei-Sheng Lai, Yujia Huang, Neel Joshi, Chris Buehler, Ming-Hsuan Yang, and Sing Bing Kang
  IEEE Transactions on Visualization and Computer Graphics (TVCG), vol. 24, no. 9, pp. 2610-2621, 2017.
  PDF code and dataset

• Crowd Behavior Analysis via Curl and Divergence of Motion Trajectories
  Shuang Wu,Hua Yang, Shibo Zheng, Hang Su, Yawen Fan, and Ming-Hsuan Yang
  International Journal of Computer Vision (IJCV), vol. 123, no. 3, pp. 499-519, 2017.
  PDF code and dataset

• Stylizing Face Images via Multiple Exemplars
  Yibing Song, Linchao Bao, Shengfen He, Qingxiong Yang, and Ming-Hsuan Yang
  Computer Vision and Image Understanding (CVIU), vol. 162, pp. 135-145, 2017.
  PDF code and dataset

• Learning No-reference Quality Metric for Single-Image Super-Resolution
  Chao Ma, Chih-Yuan Yang, Xiaokang Yang, and Ming-Hsuan Yang
  Computer Vision and Image Understanding (CVIU), vol. 158, pp. 1-16, 2017.
  PDF code and dataset Supplementary material

• Online Multi-Object Tracking Via Robust Collaborative Model and Sample Selection
  Mohamed A. Naiel, M. Omair Ahmad, M.N.S. Swamy, Jongwoo Lim, and Ming-Hsuan Yang
  Computer Vision and Image Understanding (CVIU), vol. 154, pp. 94-107, 2017.
  PDF code and dataset

• Vision-based Positioning for Internet-of-Vehicles
  Kuan-Wen Chen, Chun-Hsin Wang, Xiao Wei, Qiao Liang, Chu-Song, Ming-Hsuan Yang, and Yi-Ping Hung
  IEEE Transactions on Intelligent Transportation Systems (ITS), vol 18, no. 2, pp. 364-376, 2017.
  PDF code and dataset

• Data-Dependent Label Distribution Learning for Age Estimation
  Zhouzhou He, Xi Li, Zhongfei Zhang, Fei Wu, Xin Geng, Yaqing Zhang, Ming-Hsuan Yang, and Yueting Zhuang
  IEEE Transactions on Image Processing (TIP), vol. 26, no. 8, pp. 3846-3858, 2017.
  PDF code and dataset

• Dual Deep Network for Visual Tracking
  Zhizhen Chi, Hongyang Li, Huchuan Lu, and Ming-Hsuan Yang
  IEEE Transactions on Image Processing (TIP), vol. 26, no. 4, pp. 2005-2015, 2017.
  PDF code and dataset

• Co-Bootstrapping Saliency
  Huchuan Lu, Xiaoning Zhang, Jinqing Qi, Na Tong, Xiang Ruan, and Ming-Hsuan Yang
  IEEE Transactions on Image Processing (TIP), vol. 26, no. 1, pp. 414-425, 2017.
  PDF code and dataset

• Exploiting Hierarchical Dense Structures on Hypergraphs for Multi-Object Tracking
  Longyin Wen, Zhen Lei, Siwen Lyu, Stan. Li, and Ming-Hsuan Yang
  IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 38, no. 10, pp. 1983-1996, 2016.
  PDF code and dataset

• Interacting Multiview Tracker
  Ju Hong Yoon, Ming-Hsuan Yang, and Kuk-Jin Yoon
  IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 38, no. 5, pp. 903-917, 2016.
  PDF code and dataset

• NUS-PRO: A New Visual Tracking Challenge
  Annan Li, Min Li, Yi Wu, Ming-Hsuan Yang, and Shuicheng Yan
  IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol 38, no. 2, pp. 335-349, 2016.
  PDF code and dataset

• Sky is Not the Limit: Semantic-Aware Sky Replacement
  Yi-Hsuan Tsai, Xiaohui Shen, Zhe Lin, Kalyan Sunkavalli, and Ming-Hsuan Yang
  ACM Transactions on Graphics (SIGGRAPH), vol. 35, no. 4, 2016.
  PDF

• Visual Tracking Under Motion Blur
  Bo Ma, Lianghua Huang, Jianbing Shen, Ling Shao, Ming-Hsuan Yang, and Fatih Porikli
  IEEE Transactions on Image Processing (TIP), vol. 25, no. 12, pp. 5867-5876, 2016.
  PDF code and dataset

• Robust Visual Tracking via Coarse and Fine Structural Local Sparse Appearance Models
  Xu Jia, Huchuan Lu, and Ming-Hsuan Yang
  IEEE Transactions on Image Processing (TIP), vol. 25, no. 10, pp. 4555-4564, 2016.
  PDF code and dataset

• DeepSaliency: Multi-Task Deep Neural Network Model for Salient Object Detection
  Xi Li, Liming Zhao, Lina Wei, Ming-Hsuan Yang, Fei Wu, Yueting Zhuang, Haibin Ling, and Jingdong Wang
  IEEE Transactions on Image Processing (TIP), vol. 25, no. 8, pp. 3919-3930, 2016.
  PDF code and dataset

• Image Deblurring via Enhanced Low-Rank Prior
  Wenqi Ren, Xiaochun Cao, Jinshan Pan, Xiaojie Guo, Wangmeng Zuo, and Ming-Hsuan Yang
  IEEE Transactions on Image Processing (TIP), vol. 25, no. 7, pp. 3426-3437, 2016.
  PDF code and dataset

• Robust Visual Tracking via Convolutional Networks Without Training
  Kaihua Zhang, Qingshan Liu, Yi Wu, and Ming-Hsuan Yang
  IEEE Transactions on Image Processing (TIP), vol. 25, no. 4, pp. 1779-1792, 2016.
  PDF code and dataset

• Dense and Sparse Reconstruction Error Based Saliency Descriptor
  Xiaohui Li, Huchuan Lu, Lihe Zhang, Xiang Ruan, and Ming-Hsuan Yang
  IEEE Transactions on Image Processing (TIP), vol. 25, no. 4, pp. 1592-1603, 2016.
  PDF code and dataset

• Sketch Retrieval via Local Dense Stroke Features
  Chao Ma, Xiaokang Yang, Chongyang Zhang Xiang Ruan, and Ming-Hsuan Yang
  Image and Vision Computing (IVC), vol. 46, pp. 64-73, 2016.
  PDF code and dataset

• Learning Good Regions to Deblur Images
  Zhe Hu and Ming-Hsuan Yang
  International Journal of Computer Vision (IJCV), vol. 115, no. 3, pp. 345-362, 2015.
  PDF code and dataset

• Object Tracking Benchmark
  Yi Wu, Jongwoo Lim, and Ming-Hsuan Yang
  IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 37, no. 9, pp. 1834-1848, 2015.
  PDF code and dataset

• Boosted Multi-Feature Learning for Cross-Domain Transfer
  Xiaoshan Yang, Tianzhu Zhang, Changsheng Xu, and Ming-Hsuan Yang
  ACM Transactions on Multimedia Computing, Communications and Applications (TOMM), vol. 11, no. 3, pp. 35:1-35:18, 2015.
  PDF code and dataset

• Interactive Cosegmentation Using Global and Local Energy Optimization
  Xingping Dong, Jianbing Shen, Ling Shao, and Ming-Hsuan Yang
  IEEE Transactions on Image Processing (TIP), vol. 25, no. 11, pp. 3966-3977, 2015.
  PDF code and dataset

• Inverse Sparse Tracker With a Locally Weighted Distance Metric
  Dong Wang, Huchuan Lu, Ziyang Xiao, and Ming-Hsuan Yang
  IEEE Transactions on Image Processing (TIP), vol. 24, no. 9, pp. 2646-2657, 2015.
  PDF

• Viewing-Distance Aware Super-Resolution for High-Definition Display
  Chih-Tsung Shen, Hung-Hsun Liu, Ming-Hsuan Yang, Yi-Ping Hung, and Soo-Chang Pei
  IEEE Transactions on Image Processing (TIP), vol. 24, no. 1, pp. 403-4188, 2015.
  PDF

• Robust Visual Tracking via Consistent Low-Rank Sparse Learning
  Tianzhu Zhang, Si Liu, Narendra Ahuja, Ming-Hsuan Yang, and Bernard Ghanem
  International Journal of Computer Vision (IJCV), vol. 111, no. 2, pp. 171-190, 2014.
  PDF code and dataset

• Fast Compressive Tracking
  Kaihua Zhang, Lei Zhang, and Ming-Hsuan Yang
  IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 36, no. 10, pp. 2002-2015, 2014.
  PDF code and dataset

• Robust Superpixel Tracking
  Fan Yang, Huchuan Lu, and Ming-Hsuan Yang
  IEEE Transactions on Image Processing (TIP), vol. 23, no. 4, pp. 1639-1651, 2014.
  PDF code and dataset

• Robust Object Tracking via Sparse Collaborative Appearance Model
  Wei Zhong, Huchuan Lu, and Ming-Hsuan Yang
  IEEE Transactions on Image Processing (TIP), 2014.
  PDF code and dataset

• Learning Structured Visual Dictionary for Object Tracking
  Fan Yang, Huchuan Lu, and Ming-Hsuan Yang
  Image and Vision Computing (IVC), vol. 31, no. 12, pp.992-999, 2013.
  PDF code and dataset

• Real-Time Object Tracking via Online Discriminative Feature Selection
  Kaihua Zhang, Lei Zhang, and Ming-Hsuan Yang
  IEEE Transactions on Image Processing (TIP), vol. 22, no. 12, pp.4664-4677, 2013
  PDF code and dataset

• Bayesian Saliency via Low and Mid Level Cues
  Yulin Xie, Huchuan Lu, and Ming-Hsuan Yang
  IEEE Transactions on Image Processing (TIP), vol. 22, no. 5, pp. 1689-1698, 2013.
  PDF code and dataset

• Online Object Tracking with Sparse Prototypes
  Dong Wang, Huchuan Lu, and Ming-Hsuan Yang
  IEEE Transactions on Image Processing (TIP), vol. 22, no. 1, pp. 314-325, 2013.
  PDF code and dataset

• Traffic Modeling and Prediction Using Sensor Networks: Who Will Go Where and When?
  Zaihong Shuai, Sangseok Yoon, Songhwai Oh, and Ming-Hsuan Yang
  ACM Transactions on Sensor Networks (TOSN), vol 9, no. 1, pp. 6:1-6:28, 2012.
  PDF project webpage

• Object Tracking via Partial Least Squares Analysis
  Qing Wang, Feng Chen, Wenli Xu, and Ming-Hsuan Yang
  IEEE Transactions on Image Processing (TIP), vol. 21, no. 10, pp. 4454-4465, 2012.
  PDF code and dataset

• Transferring Visual Prior for Online Object Tracking
  Qing Wang, Feng Chen, Jimei Yang, Wenli Xu, and Ming-Hsuan Yang
  IEEE Transactions on Image Processing (TIP), vol. 21, no. 7, pp. 3296-3305, 2012.
  PDF code and dataset

• Robust Object Tracking with Online Multiple Instance Learning
  Boris Babenko, Ming-Hsuan Yang, and Serge Belongie
  IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 33, no. 8, pp. 1619-1632, 2011.
  PDF code and dataset

• Higher-Dimensional Affine Registration and Vision Applications
  S. M. Shahed Nejhum, Yu-Tseh Chi, Jeffrey Ho, and Ming-Hsuan Yang
  IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 33, no. 7, pp. 1324-1338, 2011.
  PDF code and dataset

• Online Sparse Matrix Gaussian Process Regression and Vision Applications
  Ananth Ranganathan, Ming-Hsuan Yang, and Jeffrey Ho
  IEEE Transactions on Image Processing (TIP), vol. 20, no. 2, pp. 391-404, 2011.
  PDF code and dataset

• On Affine Registration of 2D Point Sets Using Complex Numbers
  Jeffrey Ho and Ming-Hsuan Yang
  Computer Vision and Image Understanding (CVIU), vol. 115, no. 1, pp. 50-58, 2011.
  PDF code and dataset

• Online Visual Tracking with Histograms and Articulating Blocks
  S. M. Shahed Nejhum, Jeffrey Ho, and Ming-Hsuan Yang
  Computer Vision and Image Understanding (CVIU), vol. 114, no. 8, pp. 901-914, 2010.
  PDF code and dataset

• 3D Human Motion Tracking with a Coordinated Mixture of Factor Analyzers
  Rui Li, Tai-Peng Tian, Stan Sclaroff, and Ming-Hsuan Yang
  International Journal of Computer Vision (IJCV), vol. 87, no. 1-2, pp. 170-190, 2010.
  PDF

• Incremental Learning for Robust Visual Tracking
  David Ross, Jongwoo Lim, Ruei-Sung Lin, and Ming-Hsuan Yang
  International Journal of Computer Vision (IJCV), vol. 77, no. 1-3, pp. 125-141, 2008.
  PDF code and dataset

• Visual Tracking and Recognition Using Probabilistic Appearance Manifolds
  Kuang-Chih Lee, Jeffrey Ho, Ming-Hsuan Yang, and David Kriegman
  Computer Vision and Image Understanding (CVIU), vol. 99, no. 3, pp. 303-331, 2005.
  PDF dataset

• Extraction of 2D Motion Trajectories and Its Application to Hand Gesture Recognition
  Ming-Hsuan Yang, Narendra Ahuja, and Mark Tabb
  IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 24, no. 8, pp. 1061-1074, 2002.
  PDF

• Learning Gender with Support Faces
  Baback Moghaddam and Ming-Hsuan Yang
  IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 24, no. 5, pp. 707-711, 2002.
  PDF

• Detecting Faces in Images: A Survey
  Ming-Hsuan Yang, David Kriegman, and Narendra Ahuja
  IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 24, no. 1, pp. 34-58, 2002.
  PDF project webpage

• Learning to Recognize Three-Dimensional Objects
  Dan Roth, Ming-Hsuan Yang, and Narendra Ahuja
  Neural Computation, vol. 14, no. 5, pp. 1071-1104, 2002.
  PDF

• Face Detection Using Multimodal Density Models
  Ming-Hsuan Yang, David Kriegman, and Narendra Ahuja
  Computer Vision and Image Understanding (CVIU), vol. 84, no. 2, pp. 264-284, 2001.
  PDF

Selected Conference Papers

2022

• Diverse Image Outpainting via GAN Inversion
  Yen-Chi Cheng, Chieh Hubert Lin, Hsin-Ying Lee, Sergey Tulyakov, Jian Ren, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2022.
  PDF code and dataset

• Video Frame Interpolation Transformer
  Zhihao Shi, Xiangyu Xu, Xiaohong Liu, Jun Chen, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2022.
  PDF code and dataset

• Hierarchical Modular Network for Video Captioning
  Hanhna Ye, Guorong Li, Yuankai Qi, Shuhui Wang, Qingming Huang, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2022.
  PDF code and dataset

• Burst Image Restoration and Enhancement
  Akshay Dudhane, Syed Waqas Zamir, Salman Khan, Fahad Shahbaz Khan, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2022.
  PDF code and dataset

• Restormer: Efficient Transformer for High-Resolution Image Restoration
  Syed Waqas Zamir, Aditya Arora, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2022.
  PDF code and dataset

• Contextualized Spatio-Temporal Contrastive Learning with Self-Supervision
  Liangzhe Yuan, Rui Qian, Yin Cui, Boqing Gong, Florian Schroff, Ming-Hsuan Yang, Hartwig Adam, and Ting Liu
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2022.
  PDF code and dataset

• InfinityGAN: Towards Infinite-Pixel Image Synthesis
  Chieh Hubert Lin, Hsin-Ying Lee, Yen-Chi Cheng, Sergey Tulyakov, and Ming-Hsuan Yang
  International Conference on Learning Representations (ICLR), April, 2022.
  PDF code and data

• Learning Continuous Environment Fields via Implicit Functions
  Xueting Li, Sifei Liu, Shalini De Mello, Xiaolong Wang, Ming-Hsuan Yang, and Jan Kautz
  International Conference on Learning Representations (ICLR), April, 2022.
  PDF code and data

• Incremental False Negative Detection for Contrastive Learning
  Tsai-Shien Chen, Wei-Chih Hung, Hung-Yu Tseng, Shao-Yi Chien, and Ming-Hsuan Yang
  International Conference on Learning Representations (ICLR), April, 2022.
  PDF code and data

• ViDT: An Efficient and Effective Fully Transformer-based Object Detector
  Hwanjun Song, Deqing Sun, Sanghyuk Chun, Varun Jampani, Dongyoon Han, Byeongho Heo, Wonjae Kim, and Ming-Hsuan Yang
  International Conference on Learning Representations (ICLR), April, 2022.
  PDF code and data

• Video Salient Object Detection via Contrastive Features and Attention Modules
  Yi-Wen Chen, Xiaojie Jin, Xiaohui Shen, and Ming-Hsuan Yang
  IEEE Winter Conference on Applications of Computer Vision (WACV), January, 2022.
  PDF code and data

• Federated Multi-Target Domain Adaptation
  Chun-Han Yao, Boqing Gong, Hang Qi, Yin Cui, Yukun Zhu, and Ming-Hsuan Yang
  IEEE Winter Conference on Applications of Computer Vision (WACV), January, 2022.
  PDF code and data

• Semi-supervised Multi-task Learning for Semantics and Depth
  Yufeng Wang, Yi-Hsuan Tsai, Wei-Chih Hung, Wenrui Ding, Shuo Liu, and Ming-Hsuan Yang
  IEEE Winter Conference on Applications of Computer Vision (WACV), January, 2022.
  PDF code and data

2021

• End-to-end Multi-modal Video Temporal Grounding
  Yi-Wen Chen, Yi-Hsuan Tsai, and Ming-Hsuan Yang
  Advances in Neural Information Processing Systems (NeurIPS), Vancouver, Canada, December, 2021.
  PDF code and dataset

• Exploring Cross-Video and Cross-Modality Signals for Weakly-Supervised Audio-Visual Video Parsing
  Yan-Bo Lin, Hung-Yu Tseng, Hsin-Ying Lee, Yen-Yu Lin, and Ming-Hsuan Yang
  Advances in Neural Information Processing Systems (NeurIPS), Vancouver, Canada, December, 2021.
  PDF code and dataset

• Learning 3D Dense Correspondence via Canonical Point Autoencoder
  An-Chieh Cheng, Xueting Li, Min Sun, Ming-Hsuan Yang, and Sifei Liu
  Advances in Neural Information Processing Systems (NeurIPS), Vancouver, Canada, December, 2021.
  PDF code and dataset

• Intriguing Properties of Vision Transformers
  Muzammal Naseer, Kanchana Ranasinghe, Salman Khan, Munawar Hayat, Fahad Khan, and Ming-Hsuan Yang
  Advances in Neural Information Processing Systems (NeurIPS), Vancouver, Canada, December, 2021.
  PDF code and dataset

• Exploiting Scene Depth for Object Detection with Multimodal Transformers
  Hwanjun Song, Eunyoung Kim, Varun Jampani, Deqing Sun, Jae-Gil Lee, and Ming-Hsuan Yang
  British Machine Vision Conference (BMVC), November, 2021.
  PDF code and dataset

• Learning to Stylize Novel Views
  Hsin-Ping Huang, Hung-Yu Tseng, Saurabh Saini, Maneesh Singh, and Ming-Hsuan Yang
  IEEE International Conference on Computer Vision (ICCV), October, 2021.
  PDF supplementary material code and dataset

• D2-Net: Weakly-Supervised Action Localization via Discriminative Embeddings and Denoised Activations
  Sanath Narayan, Hisham Cholakkal, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang, and Ling Shao
  IEEE International Conference on Computer Vision (ICCV), October, 2021.
  PDF supplementary material code and dataset

• Discovering 3D Parts from Image Collections
  Chun-Han Yao, Wei-Chih Hung, Varun Jampani, and Ming-Hsuan Yang
  IEEE International Conference on Computer Vision (ICCV), October, 2021.
  PDF supplementary material code and dataset

• Beyond High-Definition Super-resolution: Benchmarking Ultra-High-Definition Image Super-resolution
  Kaihao Zhang, Dongxu Li, Wenhan Luo, Wenqi Ren, Bjorn Stenger, Wei Liu, Hongdong Li, and Ming-Hsuan Yang
  IEEE International Conference on Computer Vision (ICCV), October, 2021.
  PDF supplementary material code and dataset

• Hybrid Neural Fusion for Full-frame Video Stabilization
  Yu-Lun Liu, Wei-Sheng Lai, Ming-Hsuan Yang, Yung-Yu Chuang, and Jia-Bin Huang
  IEEE International Conference on Computer Vision (ICCV), October, 2021.
  PDF supplementary material code and dataset

• Know What and Know Where: An Object-and-Room Informed Sequential BERT for Indoor Vision-Language Navigation
  Yuankai Qi, Zizheng Pan, Yicong Hong, Ming-Hsuan Yang, Anton van den Hengel, and Qi Wu
  IEEE International Conference on Computer Vision (ICCV), October, 2021.
  PDF code and dataset

• Video Matting via Consistency-Regularized Graph Neural Networks
  Tiantian Wang, Sifei Liu, Yapeng Tian, Kai Li, and Ming-Hsuan Yang
  IEEE International Conference on Computer Vision (ICCV), October, 2021.
  PDF supplementary material code and dataset

• COMISR: Compression Informed Video Super Resolution
  Yinxiao Li, Pengchong Jin, Feng Yang, Ce Liu, Ming-Hsuan Yang, and Peyman Milanfar
  IEEE International Conference on Computer Vision (ICCV), October, 2021.
  PDF supplementary material code and dataset

• Structured Sparsification with Joint Optimization of Group Convolution and Channel Shuffle
  Xin-Yu Zhang, Kai Zhao, Taihong Xiao, Ming-Ming Cheng, and Ming-Hsuan Yang
  AUAI Conference on Uncertainity in Artificial Intelligence (UAI), July, 2021.
  PDF supplementary material code and dataset

• Decoupled Dynamic Filter Networks
  Jingkai Zhou, Varun Jampani, Zhixiong Pi, Qiong Liu, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Nashville, June, 2021.
  PDF supplementary material code and dataset

• Regularizing Generative Adversarial Networks under Limited Data
  Hung-Yu Tseng, Lu Jiang, Ce Liu, Ming-Hsuan Yang, and Weilong Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Nashville, June, 2021.
  PDF supplementary material code and dataset

• ReMix: Towards Image-to-Image Translation with Limited Data
  Jie Cao, Luanxuan Hou, Ming-Hsuan Yang, Ran He, and Zheman Sun
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Nashville, June, 2021.
  PDF supplementary material code and dataset

• Spatiotemporal Contrastive Video Representation Learning
  Rui Qian, Tianjian Meng, Boqing Gong, Ming-Hsuan Yang, Huisheng Wang, Serge Belongie, and Yin Cui
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Nashville, June, 2021.
  PDF supplementary material code and dataset

• Multi-Stage Progressive Image Restoration
  Syed Waqas Zamir, Aditya Arora, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang, and Ling Shao
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Nashville, June, 2021.
  PDF supplementary material code and dataset

• Semi-Supervised Learning with Meta-Gradient
  Xin-Yu Zhang, Taihong Xiao, Haolin Jia, Ming-Ming Cheng, and Ming-Hsuan Yang
  International Conference on Artificial Intelligence and Statistics (AISTATS), San Diego, April, 2021.
  PDF supplementary material code and dataset

• Controllable and Progressive Image Extrapolation
  Yijun Li, Lu Jiang, and Ming-Hsuan Yang
  IEEE Winter Conference on Applications of Computer Vision (WACV), January, 2021.
  PDF code and data

• Multi-path Neural Networks for On-device Multi-domain Visual Classification
  Qifei Wang, Junjie Ke, Joshua Greves, Grace Chu, Gabriel Bender, Luciano Sbaiz, Alex Go, Andrew Howard, Ming-Hsuan Yang, Jeff Gilbert, Peyman Milanfar, and Feng Yang
  IEEE Winter Conference on Applications of Computer Vision (WACV), January, 2021.
  PDF code and data

2020

• Online Adaptation for Consistent Mesh Reconstruction in the Wild
  Xueting Li, Sifei Liu, Shalini De Mello, Kihwan Kim, Xiaolong Wang, Ming-Hsuan Yang, and Jan Kautz
  Advances in Neural Information Processing Systems (NeurIPS), Vancouver, Canada, December, 2020.
  PDF code and dataset

• Regularizing Meta-Learning via Gradient Dropout
  Hung-Yu Tseng, Yi-Wen Chen, Yi-Hsuan Tsai, Sifei Liu, Yen-Yu Lin, and Ming-Hsuan Yang
  Asian Conference on Computer Vision (ACCV), Kyoto, Japan, December, 2020.
  PDF supplementary material code and dataset

• Unsupervised Domain Adaptation for Spatio-Temporal Action Localization
  Nakul Agarwal, Yi-Ting Chen, Behzad Dariush, and Ming-Hsuan Yang
  British Machine Vision Conference (BMVC), Manchester, United Kingdom, September, 2020.
  PDF supplementary material code and dataset

• Mixup-CAM: Weakly-supervised Semantic Segmentation via Uncertainty Regularization
  Yu-Ting Chang, Qiaosong Wang, Wei-Chih Hung, Robinson Piramuthu, Yi-Hsuan Tsai, and Ming-Hsuan Yang
  British Machine Vision Conference (BMVC), Manchester, United Kingdom, September, 2020.
  PDF supplementary material code and dataset

• Controllable Image Synthesis via SegVAE
  Yen-Chi Cheng, Hsin-Ying Lee, Min Sun, and Ming-Hsuan Yang
  European Conference on Computer Vision (ECCV), Glasgow, United Kingdom, August, 2020.
  PDF supplementary material code and dataset

• Adversarial Training with Bi-directional Likelihood Regularization for Visual Classification
  Weitao Wan, Jiansheng Chen, and Ming-Hsuan Yang
  European Conference on Computer Vision (ECCV), Glasgow, United Kingdom, August, 2020.
  PDF supplementary material code and dataset

• Neural Design Network: Graphic Layout Generation with Constraints
  Hsin-Ying Lee, Lu Jiang, Irfan Essa, Phuong B Le, Haifeng Gong, Ming-Hsuan Yang, and Weilong Yang
  European Conference on Computer Vision (ECCV), Glasgow, United Kingdom, August, 2020.
  PDF supplementary material code and dataset

• RetrieveGAN: Image Synthesis via Differentiable Patch Retrieval
  Hung-Yu Tseng, Hsin-Ying Lee, Lu Jiang, Ming-Hsuan Yang, and Weilong Yang
  European Conference on Computer Vision (ECCV), Glasgow, United Kingdom, August, 2020.
  PDF supplementary material code and dataset

• Modeling Artistic Workflows for Image Generation and Editing
  Hung-Yu Tseng, Matthew Fisher, Jingwan Lu, Yijun Li, Vladimir Kim, and Ming-Hsuan Yang
  European Conference on Computer Vision (ECCV), Glasgow, United Kingdom, August, 2020.
  PDF supplementary material code and dataset

• Every Pixel Matters: Center-aware Feature Alignment for Domain Adaptive Object Detector
  Cheng-Chun Hsu, Yi-Hsuan Tsai, Yen-Yu Lin, and Ming-Hsuan Yang
  European Conference on Computer Vision (ECCV), Glasgow, United Kingdom, August, 2020.
  PDF supplementary material code and dataset

• Learnable Cost Volume using the Cayley Representation
  Taihong Xiao, Jinwei Yuan, Deqing Sun, Qifei Wang, Xin-Yu Zhang, Kehan Xu, Ming-Hsuan Yang
  European Conference on Computer Vision (ECCV), Glasgow, United Kingdom, August, 2020.
  PDF supplementary material code and dataset

• Video Object Detection via Object-level Temporal Aggregation
  Chun-Han Yao, Chen Fang, Xiaohui Shen, Yangyue Wan, and Ming-Hsuan Yang
  European Conference on Computer Vision (ECCV), Glasgow, United Kingdom, August, 2020.
  PDF supplementary material code and dataset

• Self-supervised Single-view 3D Reconstruction via Semantic Consistency
  Xueting Li, Sifei Liu, Kihwan Kim, Shalini De Mello, Varun Jampani, Ming-Hsuan Yang, and Jan Kautz
  European Conference on Computer Vision (ECCV), Glasgow, United Kingdom, August, 2020.
  PDF supplementary material code and dataset

• Learning Enriched Features for Real Image Restoration and Enhancement
  Syed Waqas Zamir, Aditya Arora, Salman Khan, Munawar Hayat, Fahad Khan, Ming-Hsuan Yang, and Ling Shao
  European Conference on Computer Vision (ECCV), Glasgow, United Kingdom, August, 2020.
  PDF supplementary material code and dataset

• Weakly-Supervised Semantic Segmentation via Sub-category Exploration
  Yu-Ting Chang, Qiaosong Wang, Wei-Chih Hung, Robinson Piramuthu, Yi-Hsuan Tsai, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, June, 2020.
  PDF supplementary material code and dataset

• Single-Image HDR Reconstruction by Learning to Reverse the Camera Pipeline
  Yu-Lun Liu, Wei-Sheng Lai, Yu-Sheng Chen, Yi-Lung Kao, Ming-Hsuan Yang, Yung-Yu Chuang, and Jia-Bin Huang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, June, 2020.
  PDF supplementary material code and dataset

• Collaborative Distillation for Ultra-Resolution Universal Style Transfer
  Huan Wang, Yijun Li, Yuehai Wang, Haoji Hu, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, June, 2020.
  PDF supplementary material code and dataset

• Learning to See Through Obstructions
  Yu-Lun Liu, Wei-Sheng Lai, Ming-Hsuan Yang, Yung-Yu Chuang, and Jia-Bin Huang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, June, 2020.
  PDF supplementary material code and dataset

• Composing Good Shots by Exploiting Mutual Relations
  Debang Li, Junge Zhang, Kaiqi Huang, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, June, 2020.
  PDF supplementary material code and dataset

• Multi-Scale Boosted Dehazing Network with Dense Feature Fusion
  Hang Dong, Jinshan Pan, Lei Xiang, Zhe Hu, Xinyi Zhang, Fei Wang, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, June, 2020.
  PDF supplementary material code and dataset

• CycleISP: Real Image Restoration via Improved Data Synthesis
  Syed Waqas Zamir, Aditya Arora, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang, and Ling Shao
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, June, 2020.
  PDF supplementary material code and dataset

• Rethinking Class-Balanced Methods for Long-Tailed Visual Recognition from A Domain Adaptation Perspective
  Muhammad Abdullah Jamal, Matthew Brown, Ming-Hsuan Yang, Liqiang Wang, and Boqing Gong
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, June, 2020.
  PDF supplementary material code and dataset

• Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation
  Hung-Yu Tseng, Hsin-Ying Lee, Jia-Bin Huang, and Ming-Hsuan Yang
  International Conference on Learning Representations (ICLR), Addis Ababa, Ethiopia, April, 2020.
  PDF code and data

• Generalized Convolutional Forest Networks for Domain Generalization and Visual Recognition
  Jongbin Ryu, GiTaek Kwon, Ming-Hsuan Yang, and Jongwoo Lim
  International Conference on Learning Representations (ICLR), Addis Ababa, Ethiopia, April, 2020.
  PDF code and data

• Progressive Domain Adaptation for Object Detection
  Han-Kai Hsu, Chun-Han Yao, Yi-Hsuan Tsai, Wei-Chih Hung, Hung-Yu Tseng, Maneesh Singh, and Ming-Hsuan Yang
  IEEE Winter Conference on Applications of Computer Vision (WACV), Snowmass, March, 2020.
  PDF code and data

• Fast Video Multi-Style Transfer
  Wei Gao, Yijun Li, Yihang Yin, and Ming-Hsuan Yang
  IEEE Winter Conference on Applications of Computer Vision (WACV), Snowmass, March, 2020.
  PDF code and data

• Image Hashing via Linear Discriminant Learning
  Weixiang Hong, Yu-Ting Chang, Haifang Qin, Wei-Chih Hung, Yi-Hsuan Tsai, and Ming-Hsuan Yang
  IEEE Winter Conference on Applications of Computer Vision (WACV), Snowmass, March, 2020.
  PDF code and data

• Visual Question Answering on 360° Images
  Shih-Han Chou, Wei-Lun Chao, Wei-Sheng Lai, Min Sun, and Ming-Hsuan Yang
  IEEE Winter Conference on Applications of Computer Vision (WACV), Snowmass, March, 2020.
  PDF code and data

• Adversarial Learning of Privacy-Preserving and Task-Oriented Representations
  Taihong Xiao, Yi-Hsuan Tsai, Kihyuk Sohn, Manmohan Chandraker, and Ming-Hsuan Yang
  National Conference on Artificial Intelligence (AAAI), New York City, February, 2020.
  PDF code and dataset

2019

• Joint-task Self-supervised Learning for Temporal Correspondence
  Xueting Li, Sifei Liu, Shalini De Mello, Xiaolong Wang, Jan Kautz, and Ming-Hsuan Yang
  Advances in Neural Information Processing Systems (NeurIPS), Vancouver, Canada, December, 2019.
  PDF code and dataset

• Quadratic Video Interpolation
  Xiangyu Xu, Li Si-Yao, Wenxiu Sun, Qian Yin, and Ming-Hsuan Yang
  Advances in Neural Information Processing Systems (NeurIPS), Vancouver, Canada, December, 2019.
  PDF code and datase

• Dancing to Music
  Hsin-Ying Lee, Xiaodong Yang, Ming-Yu Liu, Ting-Chun Wang, Yu-Ding Lu, Ming-Hsuan Yang, and Jan Kautz
  Advances in Neural Information Processing Systems (NeurIPS), Vancouver, Canada, December, 2019.
  PDF code and dataset

• Self-Supervised Audio Spatialization with Correspondence Classifier
  Yu-Ding Lu, Hsin-Ying Lee, Hung-Yu Tseng, and Ming-Hsuan Yang
  IEEE International Conference on Image Processing (ICIP), pp. 3347-3351, Taipei, Taiwan, September, 2019.
  PDF demo

• A Top-Down Unified Framework for Instance-level Human Parsing
  Haifang Qin, Weixiang Hong, Wei-Chih Hung, Yi-Hsuan Tsai, and Ming-Hsuan Yang
  British Machine Vision Conference (BMVC), Cardiff, United Kingdom, September, 2019.
  PDF supplementary material code and dataset

• Few-Shot Viewpoint Estimation
  Hung-Yu Tseng, Shalini De Mello, Jonathan Tremblay, Sifei Liu, Stan Birchfield, Ming-Hsuan Yang, and Jan Kautz
  British Machine Vision Conference (BMVC), Cardiff, United Kingdom, September, 2019.
  PDF code and dataset

• Referring Expression Object Segmentation with Caption-Aware Consistency
  Yi-Wen Chen, Yi-Hsuan Tsai, Tiantian Wang, Yen-Yu Lin, and Ming-Hsuan Yang
  British Machine Vision Conference (BMVC), Cardiff, United Kingdom, September, 2019.
  PDF supplementary material code and dataset

• Video Stitching for Linear Camera Arrays
  Wei-Sheng Lai, Orazio Gallo, Jinwei Gu, Deqing Sun, Ming-Hsuan Yang, and Jan Kautz
  British Machine Vision Conference (BMVC), Cardiff, United Kingdom, September, 2019.
  PDF supplementary material code and dataset

• SCOPS: Self-Supervised Co-Part Segmentation
  Wei-Chung Hung, Varun Jampani, Sifei Liu, Pavlo Molchanov, Ming-Hsuan Yang, and Jan Kautz
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, June, 2019.
  PDF supplementary material code and dataset

• Learning Linear Transformations for Fast Image and Video Style Transfer
  Xueting Li, Sifei Liu, Jan Kautz, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, June, 2019.
  PDF supplementary material code and dataset

• Putting Humans in a Scene: Learning Affordance in 3D Indoor Environments
  Xueting Li, Sifei Liu, Kihwan Kim, Xiaolong Wang, Ming-Hsuan Yang and Jan Kautz
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, June, 2019.
  PDF code and dataset

• CrDoCo: Pixel-level Domain Transfer with Cross-Domain Consistency
  Yun-Chun Chen, Yen-Yu Lin, Ming-Hsuan Yang, and Jia-Bin Huang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, June, 2019.
  PDF code and data

• Im2Pencil: Controllable Pencil Illustration from Photographs
  Yijun Li, Chen Fang, Aaron Hertzmann, Eli Shechtman, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, June, 2019.
  PDF code and dataset

• Spatially Variant Linear Representation Models for Joint Filtering
  Jinshan Pan, Jiangxin Dong, Jimmy Ren, Liang Lin, Jinhui Tang, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, June, 2019.
  PDF supplementary material code and dataset

• Mode Seeking Generative Adversarial Networks for Diverse Image Synthesis
  Qi Mao, Hsin-Ying Lee, Hung-Yu Tseng, Siwei Ma, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, June, 2019.
  PDF supplementary material code and data

• Target-Aware Deep Tracking
  Xin Li, Chao Ma, Baoyuan Wu, Zhenyu He, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, June, 2019.
  PDF supplementary material code and data

• Depth-Aware Video Frame Interpolation
  Wenbo Bao, Wei-Sheng Lai, Chao Ma, Xiaoyun Zhang, Zhiyong Gao, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, June, 2019.
  PDF supplementary material code and data

• Inserting Videos into Videos
  Donghoon Lee, Tomas Pfister, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, June, 2019.
  PDF supplementary material code and data

• Eidetic 3D LSTM: A Model for Video Prediction and Beyond
  Yunbo Wang, Lu Jiang, Ming-Hsuan Yang, Li-Jia Li, Mingsheng Long, and Li Fei-Fei
  International Conference on Learning Representations (ICLR), New Orleans, May, 2019.
  PDF code and data

• Learning Attribute-Specific Representations for Visual Tracking
  Yuankai Qi, Shengping Zhang, Weigang Zhang, Li Su, Qingming Huang, and Ming-Hsuan Yang
  National Conference on Artificial Intelligence (AAAI), Honolulu, January, 2019.
  PDF code and dataset

• A Fusion Approach for Multi-Frame Optical Flow Estimation
  Zhile Ren, Orazio Gallo, Deqing Sun, Ming-Hsuan Yang, Erik Sudderth, and Jan Kautz
  IEEE Winter Conference on Applications of Computer Vision (WACV), Big Island, January, 2019.
  PDF code and dataset

• Ventral-Dorsal Neural Networks: Object Detection via Selective Attention
  Mohammad Ebrahimpour, Jiayun Li, Yen-Yun Yu, Jackson Reesee, Azadeh Moghtaderi, Ming-Hsuan Yang, and David Noelle
  IEEE Winter Conference on Applications of Computer Vision (WACV), Big Island, January, 2019.
  PDF code and dataset

2018

• Deep Non-Blind Deconvolution via Generalized Low-Rank Approximation
  Wenqi Ren, Jiawei Zhang, Lin Ma, Jinshan Pan, Xiaochun Cao, Wei Liu, and Ming-Hsuan Yang
  Advances in Neural Information Processing Systems (NeurIPS), Montreal, Canada, December, 2018.
  PDF code and dataset

• Deep Attentive Tracking via Reciprocative Learning
  Shi Pu, Yibing Song, Chao Ma, Honggang Zhang, and Ming-Hsuan Yang
  Advances in Neural Information Processing Systems (NeurIPS ), Montreal, Canada, December, 2018.
  PDF code and dataset

• Context-aware Synthesis and Placement of Object Instances
  Donghoon Lee, Sifei Liu, Jinwei Gu, Ming-Yu Liu, Ming-Hsuan Yang, and Jan Kautz
  Advances in Neural Information Processing Systems (NeurIPS), Montreal, Canada, December, 2018.
  PDF supplementary material code and dataset

• Learning from PhotoShop Operation Videos: the PSOV Dataset
  Jingchun Cheng, Han-Kai Hsu, Chen Fang, Hailin Jin, Shengjin Wang, and Ming-Hsuan Yang
  Asian Conference on Computer Vision (ACCV), Perth, Australia December, 2018.
  PDF supplementary material code and dataset

• Unseen Object Segmentation in Videos via Transferable Representations
  Yi-Wen Chen, Yi-Hsuan Tsai, Chu-Ya Yang, Yen-Yu Lin, and Ming-Hsuan Yang
  Asian Conference on Computer Vision (ACCV), Perth, Australia December, 2018.
  Best Student Paper Honorable Mention
  PDF supplementary material video code and dataset

• Deep Semantic Matching with Foreground Detection and Cycle-Consistency
  Yun-Chun Chen, Po-Hsiang Huang, Li-Yu Yu, Jia-Bin Huang, Ming-Hsuan Yang, and Yen-Yu Lin
  Asian Conference on Computer Vision (ACCV), Perth, Australia December, 2018.
  PDF supplementary material code and dataset

• Detecting Anomalous Trajectories via Recurrent Neural Networks
  Cong Ma, Zhenjiang Miao, Min Li, Shaoyue Song, and Ming-Hsuan Yang
  Asian Conference on Computer Vision (ACCV), Perth, Australia December, 2018.
  PDF supplementary material code and dataset

• Rendering Portraitures from Monocular Camera and Beyond
  Xiangyu Xu, Deqing Sun, Sifei Liu, Wenqi Ren, Yujin Zhang, Ming-Hsuan Yang, and Jian Sun
  European Conference on Computer Vision (ECCV), Munich, Germany, September, 2018.
  PDF code and dataset

• Real-Time Blind Video Temporal Consistency
  Wei-Sheng Lai, Jia-Bin Huang, Oliver Wang, Eli Shechtman, Ersin Yumer, and Ming-Hsuan Yang
  European Conference on Computer Vision (ECCV), Munich, Germany, September, 2018.
  PDF code and dataset

• Diverse Image-to-Image Translation via Disentangled Representations
  Hsin-Ying Lee, Hung-Yu Tseng, Jia-Bin Huang, Maneesh Singh, and Ming-Hsuan Yang
  European Conference on Computer Vision (ECCV), Munich, Germany, September, 2018.
  PDF code and dataset

• Learning to Blend Photos
  Wei-Chih Hung, Jianming Zhang, Xiaohui Shen, Zhe Lin, Joon-Young Lee, and Ming-Hsuan Yang
  European Conference on Computer Vision (ECCV), Munich, Germany, September, 2018.
  PDF code and dataset

• Switchable Temporal Propagation Network
  Sifei Liu, Guangyu Zhong, Jinwei Gu, Shalini De Mello, Varun Jampani, Ming-Hsuan Yang and Jan Kautz
  European Conference on Computer Vision (ECCV), Munich, Germany, September, 2018.
  PDF supplementary material code and dataset

• Unsupervised Holistic Image Generation from Key Local Patches
  Donghoon Lee, Sangdoo Yun, Sungjoon Choi, Hwiyeon Yoo, Ming-Hsuan Yang and Songhwai Oh
  European Conference on Computer Vision (ECCV), Munich, Germany, September, 2018.
  PDF supplementary material code and dataset

• Superpixel Sampling Networks
  Varun Jampani, Deqing Sun, Ming-Yu Liu, Ming-Hsuan Yang and Jan Kautz
  European Conference on Computer Vision (ECCV), Munich, Germany, September, 2018.
  PDF supplementary material code and dataset

• A Closed-form Solution to Photorealistic Image Stylization
  Yijun Li, Ming-Yu Liu, Xueting Li, Ming-Hsuan Yang and Jan Kautz
  European Conference on Computer Vision (ECCV), Munich, Germany, September, 2018.
  PDF code and dataset

• Flow-Grounded Spatial-Temporal Video Prediction from Still Images
  Yijun Li, Chen Fang, Jimei Yang, Zhaowen Wang, Xin Lu, and Ming-Hsuan Yang
  European Conference on Computer Vision (ECCV), Munich, Germany, September, 2018.
  PDF code and dataset

• Online Multi-Object Tracking with Dual Matching Attention Networks
  Ji Zhu, Hua Yang, Nian Liu, Minyoung Kim, Wenjun Zhang, and Ming-Hsuan Yang
  European Conference on Computer Vision (ECCV), Munich, Germany, September, 2018.
  PDF supplementary material code and dataset

• Sub-GAN: An Unsupervised Generative Model via Subspaces
  Jie Liang, Jufeng Yang, Hsin-Ying Lee, Kai Wang, and Ming-Hsuan Yang
  European Conference on Computer Vision (ECCV), Munich, Germany, September, 2018.
  PDF code and dataset

• Learning Data Terms for Image Deblurring
  Jiangxin Dong, Jinshan Pan, Deqing Sun, Zhixun Su, and Ming-Hsuan Yang
  European Conference on Computer Vision (ECCV), Munich, Germany, September, 2018.
  PDF supplementary material code and dataset

• DFT-based Transformation Invariant Pooling Layer for Visual Classification
  Jongbin Ryu, Ming-Hsuan Yang, and Jongwoo Lim
  European Conference on Computer Vision (ECCV), Munich, Germany, September, 2018.
  PDF supplementary material code and dataset

• Deep Regression Tracking with Shrinkage Loss
  Xiankai Lu, Chao Ma, Bingbng Ni, Xiaokang Yang, Ian Reid, and Ming-Hsuan Yang
  European Conference on Computer Vision (ECCV), Munich, Germany, September, 2018.
  PDF supplementary material code and dataset

• Adversarial Learning for Semi-supervised Semantic Segmentation
  Wei-Chih Hung, Yi-Hsuan Tsai, Yan-Ting Liou, Yen-Yu Lin, and Ming-Hsuan Yang
  British Machine Vision Conference (BMVC), Newcastle upon Tyne, United Kingdom, September, 2018.
  PDF code and dataset

• Gated Fusion Network for Joint Image Deblurring and Super-Resolution
  Xinyi Zhang, Hang Dong, Zhe Hu, Wei-Sheng Lai, Fei Wang, and Ming-Hsuan Yang
  British Machine Vision Conference (BMVC), Newcastle upon Tyne, United Kingdom, September, 2018.
  PDF code and dataset

• Learning a Discriminative Prior for Blind Image Deblurring
  Lerenhan Li, Jinshan Pan, Wei-Sheng Lai, Changxin Gao, Nong Sang, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, June, 2018.
  PDF code and dataset

• Learning Superpixels with Segmentation-Aware Affinity Loss
  Wei-Chih Tu, Ming-Yu Liu, Varun Jampani, Deqing Sun, Shao-Yi Chien, Ming-Hsuan Yang, and Jan Kautz
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, June, 2018.
  PDF code and dataset

• Super SloMo: High Quality Estimation of Multiple Intermediate Frames for Video Interpolation
  Huaizu Jiang, Deqing Sun, Varun Jampani, Ming-Hsuan Yang, Erik Miller, and Jan Kautz
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, June, 2018.
  PDF code and dataset

• SPLATNet: Sparse Lattice Networks for Point Cloud Processing
  Hang Su, Varun Jampani, Deqing Sun, Subhransu Maji, Evangelos Kalogerakis, Ming-Hsuan Yang, and Jan Kautz
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, June, 2018.
  Best Paper Honorable Mention
  PDF code and dataset

• Fast and Accurate Online Video Object Segmentation via Tracking Parts
  Jingchun Cheng, Yi-Hsuan Tsai, Wei-Chih Hung, Shengjin Wang, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, June, 2018.
  PDF code and dataset

• Learning Dual Convolutional Neural Networks for Low-Level Vision
  Jinshan Pan, Sifei Liu, Deqing Sun, Jiawei Zhang, Yang Liu, Jimmy Ren, Zechao Li, Jinhui Tang, Huchuan Lu, Yu-Wing Tai, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, June, 2018.
  PDF code and dataset

• Dynamic Scene Deblurring Using Spatially Variant Recurrent Neural Networks
  Jiawei Zhang, Jinshan Pan, Jimmy Ren, Yibing Song, Linchao Bao, Rynson Lau, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, June, 2018.
  PDF code and dataset

• PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection
  Nian Liu, Junwei Han, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, June, 2018.
  PDF code and dataset

• Gated Fusion Network for Single Image Dehazing
  Wenqi Ren, Lin Ma, Jiawei Zhang, Jinshan Pan, Xiaochun Cao, Wei Liu, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, June, 2018.
  PDF code and dataset

• VITAL: VIsual Tracking via Adversarial Learning
  Yibing Song, Chao Ma, Xiaohe Wu, Lijun Gong, Linchao Bao, Wangmeng Zuo, Chunhua Shen, Rynson Lau, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, June, 2018.
  PDF code and dataset

• Learning to Localize Sound Source in Visual Scenes
  Arda Senocak, Junsik Kim, Tae-Hyun Oh, Ming-Hsuan Yang, and In So Kweon
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, June, 2018.
  PDF code and dataset

• Learning Spatial-Temporal Regularized Correlation Filters for Visual Tracking
  Feng Li, Cheng Tian, Wangmeng Zuo, Lei Zhang, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, June, 2018.
  PDF code and dataset

• Learning to Adapt Structured Output Space for Semantic Segmentation
  Yi-Hsuan Tsai, Wei-Chih Hung, Samuel Schulter, Kihyuk Sohn, Ming-Hsuan Yang, and Manmohan Chandraker
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, June, 2018.
  PDF code and dataset

• Correlation Tracking via Joint Discrimination and Reliability Learning
  Chong Sun, Dong Wang, Huchuan Lu, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, June, 2018.
  PDF code and dataset

• Deep Semantic Face Deblurring
  Ziyi Shen, Wei-Sheng Lai, Tingfa Xu, Jan Kautz, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, June, 2018.
  PDF code and dataset

• Learning Spatial-Aware Regressions for Visual Tracking
  Chong Sun, Dong Wang, Huchuan Lu, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, June, 2018.
  PDF code and dataset

• Weakly Supervised Coupled Networks for Visual Sentiment Analysis
  Jufeng Yang, Dongyu She, Yu-Kun Lai, Paul Rosin, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, June, 2018.
  PDF code and dataset

• Learning Video-Story Composition via Recurrent Neural Network
  Guangyu Zhong, Yi-Hsuan Tsai, Sifei Liu, Zhixun Su, and Ming-Hsuan Yang
  IEEE Winter Conference on Applications of Computer Vision (WACV), Lake Tahoe, March, 2018.
  PDF code and dataset

• Retrieving and Classifying Affective Images via Deep Metric Learning
  Jufeng Yang, Dongyu She, Yu-Kun Lai, and Ming-Hsuan Yang
  National Conference on Artificial Intelligence (AAAI), New Orleans, February, 2018.
  PDF code and data

• Learning Binary Residual Representations for Domain-specific Video Streaming
  Yi-Hsuan Tsai, Ming-Yu Liu, Deqing Sun, Ming-Hsuan Yang, and Jan Kautz
  National Conference on Artificial Intelligence (AAAI), New Orleans, February, 2018.
  PDF code and data

2017

• Semi-Supervised Learning for Optical Flow with Generative Adversarial Networks
  Wei-Sheng Lai, Jia-Bin Huang, and Ming-Hsuan Yang
  Advances in Neural Information Processing Systems (NIPS), pp.353-363, Long Beach, December, 2017.
  PDF code and dataset

• Universal Style Transfer via Feature Transforms
  Yijun Li, Chen Fang, Jimei Yang, Zhaowen Wang, Xin Lu, and Ming-Hsuan Yang
  Advances in Neural Information Processing Systems (NIPS), pp.385-395, Long Beach, December, 2017.
  PDF code and dataset

• Learning Affinity via Spatial Propagation Networks
  Sifei Liu, Shalini De Mello, Jinwei Gu, Guangyu Zhong, Ming-Hsuan Yang, and Jan Kautz
  Advances in Neural Information Processing Systems (NIPS), pp.1519-1529, Long Beach, December, 2017.
  PDF code and dataset

• SegFlow: Joint Learning for Video Object Segmentation and Optical Flow
  Jingchun Cheng, Yi-Hsuan Tsai, Shengjin Wang, and Ming-Hsuan Yang
  IEEE International Conference on Computer Vision (ICCV), Venice, Italy, October, 2017.
  PDF code and dataset

• Learning to Super-Resolve Blurry Face and Text Images
  Xiangyu Xu, Deqing Sun, Jinshan Pan, Yujin Zhang, Hanspeter Pfister, and Ming-Hsuan Yang
  IEEE International Conference on Computer Vision (ICCV), Venice, Italy, October, 2017.
  PDF code and dataset

• Unsupervised Representation Learning by Sorting Sequences
  Hsin-Ying Lee, Jia-Bin Huang, Maneesh Singh, and Ming-Hsuan Yang
  IEEE International Conference on Computer Vision (ICCV), Venice, Italy, October, 2017.
  PDF code and dataset

• Learning Discriminative Data Fitting Functions for Blind Image Deblurring
  Jinshan Pan, Jiangxin Dong, Yu-Wing Tai, Zhixun Su, and Ming-Hsuan Yang
  IEEE International Conference on Computer Vision (ICCV), Venice, Italy, October, 2017.
  PDF code and dataset

• Video Deblurring via Semantic Segmentation and Pixel-Wise Non-Linear Kernel
  Wenqi Ren, Jinshan Pan, Xiaochun Cao, and Ming-Hsuan Yang
  IEEE International Conference on Computer Vision (ICCV), Venice, Italy, October, 2017.
  PDF code and dataset

• Blind Image Deblurring with Outlier Handling
  Jiangxin Dong, Jinshan Pan, Zhixun Su, and Ming-Hsuan Yang
  IEEE International Conference on Computer Vision (ICCV), Venice, Italy, October, 2017.
  PDF code and dataset

• CREST: Convolutional RESidual learning for visual Tracking
  Yibing Song, Chao Ma, Lijun Cong, Jiawei Zhang, Rynson Lau, and Ming-Hsuan Yang
  IEEE International Conference on Computer Vision (ICCV), Venice, Italy, October, 2017.
  PDF code and dataset

• Scene Parsing with Global Context Embedding
  Wei-Chih Hung, Yi-Hsuan Tsai, Xiaohui Shen, Zhe Lin, Kalyan Suunkavalli, Xin Lu, and Ming-Hsuan Yang
  IEEE International Conference on Computer Vision (ICCV), Venice, Italy, October, 2017.
  PDF code and dataset

• Unsupervised Domain Adaption for Face Recognition in Unlabeled Videos
  Kihyuk Sohn, Sifei Liu, Guangyu Zhong, Xiang Yu, Ming-Hsuan Yang, and Manmohan Chandraker
  IEEE International Conference on Computer Vision (ICCV), Venice, Italy, October, 2017.
  PDF code and dataset

• Referring Expression Generation and Comprehension via Attributes
  Jingyu Liu, Liang Wang, and Ming-Hsuan Yang
  IEEE International Conference on Computer Vision (ICCV), Venice, Italy, October, 2017.
  PDF code and dataset

• DodecaPen: Accurate 6DoF Tracking of a Passive Stylus
  Po-Chen Wu, Robert Wang, Kenrick Kin, Christopher Twigg, Shangchen Han, Ming-Hsuan Yang, and Shao-Yi Chien
  ACM Symposium on User Interface Software and Technology (UIST), Vancouver, Canada, October, 2017.
  Best Paper Honorable Mention
  PDF code and dataset

• A Benchmark Dataset for 6DoF Object Pose Tracking
  Po-Chen Wu, Yueh-Ying Lee, Hung-Yu Tseng, Hsuan-I Ho, Ming-Hsuan Yang, and Shao-Yi Chien
  IEEE International Symposium on Mixed and Augmented Reality (ISMAR Adjunct), 2017.
  PDF code and dataset

• Face Parsing via Recurrent Propagation
  Sifei Liu, Jianping Shi, Liang Ji, and Ming-Hsuan Yang
  British Machine Vision Conference (BMVC), London, United Kingdom, September, 2017.
  PDF code and dataset

• Deep Laplacian Pyramid Networks for Fast and Accurate Single Image Super-Resolution
  Wei-Sheng Lai, Jia-Bin Huang, Narendra Ahuja, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, July, 2017.
  PDF code and dataset

• Deep Image Harmonization
  Yi-Hsuan Tsai, Xiaohui Shen, Zhe Lin, Kalyan Sunkavalli, Xin Lu, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, July, 2017.
  PDF code and dataset

• Learning Fully Convolutional Networks for Iterative Non-blind Deconvolution
  Jiawei Zhang, Jinshan Pan, Wei-Sheng Lai, Rynson Lau, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, July, 2017.
  PDF code and dataset

• Generative Face Completion
  Yijun Li, Sifei Liu, Jimei Yang, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, July, 2017.
  PDF code and dataset

• Diversified Texture Synthesis with Feed-forward Networks
  Yijun Li, Chen Fang, Jimei Yang, Zhaowen Wang, Xin Lu, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, July, 2017.
  PDF code and dataset

• Multi-task Correlation Particle Filter for Robust Visual Tracking
  Tianzhu Zhang, Changsheng Xu, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, July, 2017.
  PDF code and dataset

2016

• Weakly-supervised Video Scene Co-parsing
  Guangyu Zhong, Yi-Hsuan Tsai, and Ming-Hsuan Yang
  Asian Conference on Computer Vision (ACCV), Taipei, Taiwan, November, 2016.
  PDF supplementary material code and dataset

• Learning Recursive Filters for Low-Level Vision via a Hybrid Neural Network
  Sifei Liu, Jinshan Pan, and Ming-Hsuan Yang
  European Conference on Computer Vision (ECCV), vol. 4, pp. 560-576, Amsterdam, Netherlands, October, 2016.
  PDF supplementary material code and dataset

• Semantic Co-segmentation in Videos
  Yi-Hsuan Tsai, Guangyu Zhong, and Ming-Hsuan Yang
  European Conference on Computer Vision (ECCV), vol. 4, pp. 760-775, Amsterdam, Netherlands, October, 2016.
  PDF supplementary material code and dataset

• Individualness and Determinantal Point Processes for Pedestrian Detection
  Donghoon Lee, Geonho Cha, Ming-Hsuan Yang, and Songhwai Oh
  European Conference on Computer Vision (ECCV), vol. 6, pp. 330-346, Amsterdam, Netherlands, October, 2016.
  PDF supplementary material code and dataset

• Tracking Persons-of-Interest via Adaptive Discriminative Features
  Shun Zhang, Yihong Gong, Jia-Bin Huang, Jongwoo Lim, Jinjun Wang, Narendra Ahuja, and Ming-Hsuan Yang
  European Conference on Computer Vision (ECCV), vol. 5, pp. 415-433, Amsterdam, Netherlands, October, 2016.
  PDF supplementary material code and dataset

• Unsupervised Visual Representation Learning by Graph-based Consistent Constraints
  Dong Li, Wei-Chih Hung, Jia-Bin Huang, Shengjin Wang, Narendra Ahuja, and Ming-Hsuan Yang
  European Conference on Computer Vision (ECCV), vol. 4, pp. 678-694, Amsterdam, Netherlands, October, 2016.
  PDF supplementary material code and dataset

• Deep Joint Image Filter
  Yijun Li, Jia-Bin Huang, Narendra Ahuja, and Ming-Hsuan Yang
  European Conference on Computer Vision (ECCV), vol. 4, pp. 154-169, Amsterdam, Netherlands, October, 2016.
  PDF supplementary material code and dataset

• Single Image Dehazing via Multi-Scale Convolutional Neural Networks
  Wenqi Ren, Si Liu, Jinshan Pan, Hua Zhang, Xiaochun Cao, and Ming-Hsuan Yang
  European Conference on Computer Vision (ECCV), Amsterdam, vol. 2, pp. 154-169, Netherlands, October, 2016.
  PDF supplementary material code and dataset

• Blind Image Deblurring Using Dark Channel Prior
  Jinshan Pan, Deqing Sun, Hanspteter Pfister and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 1628-1636, Las Vegas, June, 2016.
  PDF code and dataset

• Soft-Segmentation Guided Object Motion Deblurring
  Jinshan Pan, Zhe Hu, Zhixun Su, Hsin-Ying Lee, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 459-468, Las Vegas, June, 2016.
  PDF code and dataset

• Robust Kernel Estimation with Outliers Handling for Image Deblurring
  Jinshan Pan, Zhouchen Lin, Zhixun Sun, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 2800-2808, Las Vegas, June, 2016.
  PDF code and dataset

• Visual Tracking via Dual Linear Structured SVM and Explicit Feature Map
  Jifeng Ning, Jimei Yang, Shaojie Jiang, Lei Zhang, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 4266-4274, Las Vegas, June, 2016.
  PDF code and dataset

• Weakly Supervised Object Localization with Progressive Domain Adaptation
  Dong Li, Jia-Bin Huang, Yali Li, Shengjin Wang, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 3512-3520, Las Vegas, June, 2016.
  PDF code and dataset

• Image Deblurring using Smartphone Inertial Sensors
  Zhe Hu, Lu Yuan, Stephen Lin, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 1855-1864, Las Vegas, June, 2016.
  PDF code and dataset

• Video Segmentation via Object Flow
  Yi-Hsuan Tsai, Ming-Hsuan Yang, and Michael Black
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 3899-3908, Las Vegas, June, 2016.
  PDF code and dataset

• A Comparative Study for Single-Image Blind Deblurring
  Wei-Sheng Lai, Jia-Bin Huang, Zhe Hu, Narendra Ahuja, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 1701-1709, Las Vegas, June, 2016.
  PDF code and dataset

• Hierarchical Online Multi-Object Tracking via Structural Constraint Event Aggregation
  Ju Hong Yoon, Chang-Ryeol Lee, Ming-Hsuan Yang, and Kuk-Jin Yoon
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 1392-1400, Las Vegas, June, 2016.
  PDF code and dataset

• Hedged Deep Tracking
  Yuankai Qi, Shengping Zhang, Lei Qin, Qingming Huang, Hongxun Yao, Jongwoo Lim, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 4303-4311, Las Vegas, June, 2016.
  PDF code and dataset

• Object Contour Detection with a Fully Convolutional Encoder-Decoder Network
  Jimei Yang, Brian Price, Scott Cohen, Honglak Lee, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 193-202, Las Vegas, June, 2016.
  PDF code and dataset

• Pedestrian Detection in Crowded Scenes via Scale and Occlusion Analysis
  Lu Wang, Lisheng Xu, and Ming-Hsuan Yang
  IEEE International Conference on Image Processing (ICIP), pp. 1210-1214, Phoenix, September, 2016.
  PDF code and dataset

• Direct 3D Pose Estimation of a Planar Target
  Hung-Yu Tseng, Po-Chen Wu, Ming-Hsuan Yang, and Shao-Yi Chien
  IEEE Winter Conference on Applications of Computer Vision (WACV), Lake Placid, March, 2016.
  PDF code and dataset

2015

• Hierarchical Convolutional Features for Visual Tracking
  Chao Ma, Jia-Bin Huang, Xiaokang Yang, and Ming-Hsuan Yang
  IEEE International Conference on Computer Vision (ICCV), pp. 3074-3082, Santiago, Chile, December, 2015.
  PDF code and dataset

• Fast and Accurate Head Pose Estimation via Random Projection Forests
  Donghoon Lee, Ming-Hsuan Yang, and Songhwai Oh
  IEEE International Conference on Computer Vision (ICCV), pp. 1958-1966, Santiago, Chile, December, 2015.
  PDF code and dataset

• What Makes an Object Memorable?
  Rachit Dubey, Joshua Peterson, Aditya Khosla, Ming-Hsuan Yang, and Bernard Ghanem
  IEEE International Conference on Computer Vision (ICCV), pp. 1089-1097, Santiago, Chile, December, 2015.
  PDF code and dataset

• Weakly-supervised Disentangling with Recurrent Transformations for 3D View Synthesis
  Jimei Yang, Scott Reed, Ming-Hsuan Yang, and Honglak Lee
  Advances in Neural Information Processing Systems (NIPS ), pp. 1099-1107, Montreal, Canada, December, 2015.
  PDF code and dataset

• Learning Shape Priors for Object Segmentation via Neural Networks
  Simon Safar and Ming-Hsuan Yang
  IEEE International Conference on Image Processing (ICIP), Quebec City, Canada, September, 2015.
  PDF code and dataset

• Learning A Temporally Invariant Representation for Visual Tracking
  Chao Ma, Xiaokang Yang, Changyang Zhang, and Ming-Hsuan Yang
  IEEE International Conference on Image Processing (ICIP), Quebec City, Canada, September, 2015.
  PDF code and dataset

• PatchCut: Data-Driven Object Segmentation via Local Shape Transfer
  Jimei Yang, Brian Price, Scott Cohen, Zhe Lin, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Boston, June, 2015.
  PDF code and dataset

• Adaptive Region Pooling for Object Detection
  Yi-Hsuan Tsai, Onur Hamsici, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Boston, June, 2015.
  PDF code and dataset

• Multi-Instance Object Segmentation with Occlusion Handling
  Yi-Ting Chen, Xiaokai Liu, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Boston, June, 2015.
  PDF code and dataset

• Multi-Objective Convolutional Learning for Face Labeling
  Sifei Liu, Jimei Yang, Chang Huang, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Boston, June, 2015.
  PDF code and dataset

• Long-Term Correlation Tracking
  Chao Ma, Xiaokang Yang, Chongyang Zhang, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Boston, June, 2015.
  PDF code and dataset

• JOTS: Joint Online Tracking and Segmentation
  Longyin Wen, Dawei Du, Zhen Lei, Stan Li, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Boston, June, 2015.
  PDF code and dataset

• Salient Object Detection via Bootstrap Learning
  Na Tong, Huchuan Lu, Xiang Ruan, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Boston, June, 2015.
  PDF code and dataset

• Deep Networks for Saliency Detection via Local Estimation and Global Search
  Lijun Wang, Huchuan Lu, Xiang Ruan, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Boston, June, 2015.
  PDF code and dataset

• Structural Sparse Tracking
  Tianzhu Zhang, Si Liu, Changsheng Xu, Shuicheng Yan, Bernard Ghanem, Narendra Ahuja, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Boston, June, 2015.
  PDF code and dataset

• Bayesian Multi-Object Tracking Using Motion Context from Multiple Objects
  Ju Hong Yoon, Ming-Hsuan Yang, Jongwoo Lim, and Kuk-Jin Yoon
  IEEE Winter Conference on Applications of Computer Vision (WACV), pp. 33-40, Waikoloa Beach, Hawaii, January, 2015.
  PDF code and dataset

• Extracting Image Regions by Structured Edge Prediction
  Yi-Ting Chen, Jimei Yang, and Ming-Hsuan Yang
  IEEE Winter Conference on Applications of Computer Vision (WACV), pp. 1060-1067, Waikoloa Beach, Hawaii, January, 2015.
  PDF code and dataset

• An Ensemble Color Model for Human Re-identification
  Xiaokai Liu, Hongyu Wang, Yi Wu, Jimei Yang, and Ming-Hsuan Yang
  IEEE Winter Conference on Applications of Computer Vision (WACV), pp. 868-875, Waikoloa Beach, Hawaii, January, 2015.
  PDF code and dataset

2014

• Single-Image Super-Resolution: A Benchmark
  Chih-Yuan Yang, Chao Ma, and Ming-Hsuan Yang
  European Conference on Computer Vision (ECCV), pp. 372-386, Zurich, Switzerland, September, 2014.
  PDF code and dataset

• Deblurring Face Images with Exemplars
  Jinshan Pan, Zhe Hu, Zhixun Su, and Ming-Hsuan Yang
  European Conference on Computer Vision (ECCV), pp. 47-62, Zurich, Switzerland, September, 2014.
  PDF code and dataset

• Real-Time Exemplar-Based Face Sketch Synthesis
  Yibing Song, Linchao Bao, Qingxiong Yang, and Ming-Hsuan Yang
  European Conference on Computer Vision (ECCV), pp. 800-813, Zurich, Switzerland, September, 2014.
  PDF code and dataset

• Spatiotemporal GMM Background Subtraction Using Minimum Spanning Tree and Optical Flow
  Mingliang Chen, Qing-Xiong Yang, Qing Li, Gang Wang, and Ming-Hsuan Yang
  European Conference on Computer Vision (ECCV), pp. 521-534, Zurich, Switzerland, September, 2014.
  PDF code and dataset

• Fast Tracking via Dense Spatio-Temporal Context Leraning
  Kaihua Zhang, Lei Zhang, Qingshan Liu, David Zhang, and Ming-Hsuan Yang
  European Conference on Computer Vision (ECCV), pp. 127-141, Zurich, Switzerland, September, 2014.
  PDF code and dataset

• Online Multi-Person Tracking via Robust Collaborative Model
  Mohamed Naiel, M. Omair Ahmad, Yi Wu, and Ming-Hsuan Yang
  IEEE International Conference on Image Processing (ICIP), pp. 431-435, Paris, France, September, 2014.
  PDF code and dataset

• Compressed Face Hallucination
  Sifei Liu and Ming-Hsuan Yang
  IEEE International Conference on Image Processing (ICIP), pp. 4032-4036, Paris, France, September, 2014.
  PDF code and dataset

• Locality Preserving Hashing
  Yi-Hsuan Tsai and Ming-Hsuan Yang
  IEEE International Conference on Image Processing (ICIP), pp. 2988-2992, Paris, France, September, 2014.
  PDF code and dataset

• L0-regularized Object Representation for Visual Tracking
  Jinshan Pan, Jongwoo Lim, Zhixun Su, and Ming-Hsuan Yang
  British Machine Vision Conference (BMVC), Nottingham, United Kingdom, September, 2014.
  PDF code and dataset

• Max Margin Boltzmann Machines for Object Segmentation
  Jimei Yang, Simon Safar, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Columbus, June, 2014.
  PDF code and dataset

• Context Driven Scene Parsing with Attention to Rare Cases
  Jimei Yang, Brian Price, Scott Cohen, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Columbus, June, 2014.
  PDF code and dataset

• Joint Depth Estimation and Camera Shake Removal from A Single Blurry Image
  Zhe Hu, Li Xu, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Columbus, June, 2014.
  PDF code and dataset

• Deblurring Low-Light Images with Light Streaks
  Zhe Hu, Sunghyun Cho, Jue Wang, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Columbus, June, 2014.
  PDF code and dataset

• Deblurring Text Images via L0-Regularized Intensity and Gradient Prior
  Jinshan Pan, Zhe Hu, Zhixun Su, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Columbus, June, 2014.
  PDF code and dataset

2013

• Fast Direct Super-Resolution by Simple Functions
  Chih-Yuan Yang and Ming-Hsuan Yang
  IEEE International Conference on Computer Vision (ICCV), Sydney, Australia, December, 2013.
  PDF code and dataset

• Exemplar Cut
  Jimei Yang, Yi-Hsuan Tsai, and Ming-Hsuan Yang
  IEEE International Conference on Computer Vision (ICCV), Sydney, Australia, December, 2013.
  PDF code and dataset

• Multiple Non-Rigid Surface Detection and Registration
  Yi Wu, Yoshihisa Ijiri, and Ming-Hsuan Yang
  IEEE International Conference on Computer Vision (ICCV), Sydney, Australia, December, 2013.
  PDF code and dataset

• A New Image Quality Metric for Image Auto-Denoising
  Xiangfei Kong, Kuan Li, Qingxiong Yang, Wenyin Liu, and Ming-Hsuan Yang
  IEEE International Conference on Computer Vision (ICCV), Sydney, Australia, December, 2013.
  PDF code and dataset

• Saliency Detection via Dense and Sparse Reconstruction
  Xiaohui Li, Huchuan Lu, Lihe Zhang, Xiang Ruan, and Ming-Hsuan Yang
  IEEE International Conference on Computer Vision (ICCV), Sydney, Australia, December, 2013.
  PDF code and dataset

• Saliency Detection via Absorbing Markov Chain
  Bowen Jiang, Lihe Zhang, Huchuan Lu, Chuan Yang, and Ming-Hsuan Yang
  IEEE International Conference on Computer Vision (ICCV), Sydney, Australia, December, 2013.
  PDF code and dataset

• Decomposed Learning for Joint Object Segmentation and Categorization
  Yi-Hsuan Tsai, Jimei Yang, and Ming-Hsuan Yang
  British Machine Vision Conference (BMVC), Bristol, United Kingdom, September, 2013.
  PDF supplementary material code and dataset

• Sketch Retrieval via Dense Stroke Features
  Chao Ma, Xiaokang Yang, Chongyang Zhang, Xiang Ruan, and Ming-Hsuan Yang
  British Machine Vision Conference (BMVC), Bristol, United Kingdom, September, 2013.
  PDF supplementary material code and dataset

• Discriminative Generative Contour Detection
  Chao Zhang, Xiong Li, Xiang Ruan, Yuming Zhao, and Ming-Hsuan Yang
  British Machine Vision Conference (BMVC), Bristol, United Kingdom, September, 2013.
  PDF code and dataset

• Structured Face Hallucination
  Chih-Yuan Yang, Sifei Liu, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Portland, June, 2013.
  PDF supplementary material code and dataset

• Online Object Tracking: A Benchmark
  Yi Wu, Jongwoo Lim, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Portland, June, 2013.
  PDF supplementary material code and dataset

• Visual Tracking via Locality Sensitive Histograms
  Shengfeng He, Qing-Xiong Yang, Rynson Lau, Jiang Wang, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Portland, June, 2013.
  PDF code and dataset

• Least Soft-threshold Squares Tracking
  Dong Wang, Huchuan Lu, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Portland, June, 2013.
  PDF supplementary material MATLAB code dataset

• Saliency Detection via Graph-Based Manifold Ranking
  Chuan Yang, Lihe Zhang, Huchuan Lu, Xiang Ruan, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Portland, June, 2013.
  PDF code and dataset

2012

• Good Regions to Deblur
  Zhe Hu and Ming-Hsuan Yang
  European Conference on Computer Vision (ECCV), vol. 5, pp. 59-72, Florence, Italy, October, 2012.
  PDF code and dataset

• Real-Time Compressive Tracking
  Kaihua Zhang, Lei Zhang, and Ming-Hsuan Yang
  European Conference on Computer Vision (ECCV), vol. 3, pp. 864-877, Florence, Italy, October, 2012.
  PDF code and dataset

• Fast Non-Uniform Deblurring Using Constrained Camera Pose Subspace
  Zhe Hu and Ming-Hsuan Yang
  British Machine Vision Conference (BMVC), Guildford, United Kingdom, September, 2012.
  PDF code and dataset

• Top-Down Visual Saliency via Joint CRF and Dictionary Learning
  Jimei Yang and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 2296-2303, Providence, June, 2012.
  PDF code and dataset

• Robust Object Tracking via Sparsity-based Collaborative Model
  Wei Zhong, Huchuan Lu, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 1838-1845, Providence, June, 2012.
  PDF code and dataset

• Visual Tracking via Adaptive Structural Local Sparse Appearance Model
  Xu Jia, Huchuan Lu, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 1822-1829, Providence, June, 2012.
  PDF code and dataset

• Online Discriminative Object Tracking with Local Sparse Representation
  Qing Wang, Feng Chen, Wenli Xu, and Ming-Hsuan Yang
  IEEE Workshop on the Applications of Computer Vision (WACV), pp. 425-432, Breckenridge, January, 2012.
  PDF code and dataset

2011

• Superpixel Tracking
  Shu Wang, Huchuan Lu, Fan Yang, and Ming-Hsuan Yang
  IEEE International Conference on Computer Vision (ICCV), pp. 1323-1330, Barcelona, Spain, November, 2011.
  PDF code and dataset

• Learning Hierarchical Image Representation with Sparsity, Saliency and Locality
  Jimei Yang and Ming-Hsuan Yang
  British Machine Vision Conference (BMVC), Dundee, United Kingdom, August, 2011.
  PDF code and dataset

• An Experimental Comparison of Online Object Tracking Algorithms
  Qing Wang, Feng Chen, Wenli Xu, and Ming-Hsuan Yang
  SPIE: Image and Signal Processing (SPIE), San Diego, August, 2011.
  PDF Results

• Online Multiple Support Instance Tracking
  Qiuhong Zhou, Huchuan Lu, and Ming-Hsuan Yang
  IEEE Conference on Automatic Face and Gesture Recognition (FG), pp. 545-552, Santa Barbara, March, 2011.
  PDF code and dataset

2010

• A Direct Method for Estimating Planar Projective Transform
  Yu-Tseh Chi, Jeffrey Ho, and Ming-Hsuan Yang
  Asian Conference on Computer Vision (ACCV), pp. 792-804, Queenstown, New Zealand, November, 2010.
  PDF code and dataset

• Exploiting Self-Similarities for Single Frame Super-Resolution
  Chih-Yuan Yang, Jia-Bin Huang, and Ming-Hsuan Yang
  Asian Conference on Computer Vision (ACCV), pp. 1807-1818, Queenstown, New Zealand, November, 2010.
  PDF code and dataset

• Single Image Deblurring with Adaptive Dictionary Learning
  Zhe Hu, Jia-Bin Huang, and Ming-Hsuan Yang
  IEEE International Conference on Image Processing (ICIP), Hong Kong, China, September, 2010.
  PDF code and dataset

• Traffic Modeling and Prediction Using Camera Sensor Networks
  Zaihong Shuai, Songhwai Oh, and Ming-Hsuan Yang
  ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC), pp. 49-56, Atlanta, August, 2010.
  PDF

• Fast Sparse Representation with Prototypes
  Jia-Bin Huang and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), San Francisco, June, 2010.
  PDF code and dataset

2009

• An Algebraic Approach to Affine Registration of Point Sets
  Jeffrey Ho, Adrian Peter, Anand Ranganranjan, and Ming-Hsuan Yang
  IEEE International Conference on Computer Vision (ICCV), pp. 1335-1340, Kyoto, Japan, September, 2009.
  PDF code and dataset

• Estimating Human Pose from Occluded Images
  Jia-Bin Huang and Ming-Hsuan Yang
  Asian Conference on Computer Vision (ACCV), Xian, China, September, 2009.
  PDF code and dataset

• Visual Tracking with Online Multiple Instance Learning
  Boris Babenko, Ming-Hsuan Yang, and Serge Belongie
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 983-990, Miami, June, 2009.
  PDF code and dataset

2008

• Online Sparse Matrix Gaussian Process Regression and Vision Applications
  Ananth Ranganathan and Ming-Hsuan Yang
  European Conference on Computer Vision (ECCV), vol. 1, pp. 468-482, Marseille, France, October, 2008.
  PDF code and dataset

• Higher Dimensional Affine Registration and Vision Applications
  Yu-Tseh Chi, S. M. Shahed Nejhum, Jeffrey Ho, and Ming-Hsuan Yang
  European Conference on Computer Vision (ECCV), vol. 4, pp. 256-269, Marseille, France, October, 2008.
  PDF

• Visual Tracking with Histograms and Articulating Blocks
  S. M. Shshed Nejhum, Jeffrey Ho, and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Anchorage, June, 2008.
  PDF code and dataset

2007

• Fast Human Pose Estimation Using Appearance and Motion via Multi-Dimensional Boosting Regression
  Alessandro Bissacco, Ming-Hsuan Yang, and Stefano Soatto
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Minneapolis, June, 2007.
  PDF code and dataset

• A New Affine Registration Algorithm for Matching 2D Point Sets
  Jeffrey Ho, Ming-Hsuan Yang, Anand Rangarajan, and Baba Vemuri
  IEEE Workshop on the Applications of Computer Vision (WACV), Austin, February, 2007.
  PDF

2006

• Detecting Humans via Their Pose
  Alessandro Bissacco, Ming-Hsuan Yang, and Stefano Soatto
  Advances in Neural Information Processing Systems (NIPS), B. Scholkopf, J. Platt, and T. Hofmann (eds), MIT Press, 2007.
  PDF

• Dynamic Texture Synthesis as Nonlinear Manifold Learning and Traversing
  Che-Bin Liu, Ruei-Sung Lin, Narendra Ahuja, and Ming-Hsuan Yang
  British Machine Vision Conference (BMVC), vol. 2, pp. 859-868, Edinburgh, United Kingdom, September, 2006.
  PDF

• Integrating Surface Normal Vectors Using Fast Marching Method
  Jeffrey Ho, Jongwoo Lim, Ming-Hsuan Yang, and David Kriegman
  European Conference on Computer Vision (ECCV), vol. 2, pp. 245-256, Graz, Austria, May, 2006.
  PDF

• Monocular Tracking of 3D Human Motion with a Coordinated Mixture of Factor Analyzers
  Rui Li, Ming-Hsuan Yang, Stan Sclaroff, and Tai-Peng Tian
  European Conference on Computer Vision (ECCV), vol. 2, pp. 137-150, Graz, Austria, May, 2006.
  PDF code and dataset

• Learning Nonlinear Manifolds from Time Series
  Ruei-Sung Lin, Che-Bin Liu, Ming-Hsuan Yang, Narendra Ahuja, and Steven Levinson
  European Conference on Computer Vision (ECCV), vol. 3, pp. 239-250, Graz, Austria, May, 2006.
  PDF

2005

• Passive Photometric Stereo from Motion
  Jongwoo Lim, Jeffrey Ho, Ming-Hsuan Yang, and David Kriegman
  IEEE International Conference on Computer Vision (ICCV), vol. 2, pp. 1635-1642, Beijing, China, October, 2005.
  PDF

• A Direct Method for Modeling Non-Rigid Motion with Thin Plate Spline
  Jongwoo Lim and Ming-Hsuan Yang
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), vol. 1, pp. 1196-1202, San Diego, June, 2005.
  PDF

• Learning to Estimate Human Pose with Data Driven Belief Propagation
  Gang Hua, Ming-Hsuan Yang, and Ying Wu
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), vol. 2, pp. 747-754, San Diego, June, 2005.
  PDF

2004

• Incremental Learning for Visual Tracking
  Jongwoo Lim, David Ross, Ruei-Sung Lin, and Ming-Hsuan Yang
  Advances in Neural Information Processing Systems (NIPS), L. Saul, Y. Weiss, and L. Bottou (eds), pp. 793-800, MIT Press, 2005.
  PDF code and dataset

• Adaptive Discriminative Generative Model and Its Applications
  Ruei-Sung Lin, David Ross, Jongwoo Lim, and Ming-Hsuan Yang
  Advances in Neural Information Processing Systems (NIPS), L. Saul, Y. Weiss, and L. Bottou (eds), pp. 801-808, MIT Press, 2005.
  PDF project webpage

• Visual Tracking Using Learned Subspaces
  Jeffrey Ho, Kuang-Chih Lee, Ming-Hsuan Yang, and David Kriegman
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), vol. 1, pp. 782-789, Washington, D. C., June, 2004.
  PDF

• Multiple View Feature Descriptors from Image Sequences via Kernel Principal Component Analysis
  Jason Meltzer, Ming-Hsuan Yang, Rakesh Gupta, and Stefano Soatto
  European Conference on Computer Vision (ECCV), vol. 1, pp. 215-227, Prague, Czech Republic, May, 2004.
  PDF

• Image Clustering with Metric, Local Linear Structure and Affine Symmetry
  Jongwoo Lim, Jeffrey Ho, Ming-Hsuan Yang, Kuang-Chih Lee, and David Kriegman
  European Conference on Computer Vision (ECCV), vol. 1, pp. 456-468, Prague, Czech Republic, May, 2004.
  PDF

• Adaptive Probabilistic Visual Tracking with Incremental Subspace Update
  David Ross, Jongwoo Lim, and Ming-Hsuan Yang
  European Conference on Computer Vision (ECCV), vol. 2, pp. 470-482, Prague, Czech Republic, May, 2004.
  PDF

2003

• Clustering Appearance of Objects Under Varying Illumination Conditions
  Jeffrey Ho, Ming-Hsuan Yang, Jongwoo Lim, Kuang-Chih Lee, and David Kriegman
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), vol. 1, pp. 11-18, Madison, June, 2003.
  PDF

• Video-Based Face Recognition Using Probabilistic Appearance Manifolds
  Kuang-Chih Lee, Jeffrey Ho, Ming-Hsuan Yang, and David Kriegman
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), vol. 1, pp. 313-320, Madison, June, 2003.
  PDF dataset

2002

• Extended Isomap for Pattern Classification
  Ming-Hsuan Yang
  National Conference on Artificial Intelligence (AAAI), pp. 224-229, Edmonton, Canada, July, 2002.
  PDF

• A Tale of Two Classifiers: SNoW vs. SVM in Visual Recognition
  Ming-Hsuan Yang, Dan Roth, and Narendra Ahuja
  European Conference on Computer Vision (ECCV), Lecture Notes in Computer Science vol. 2353, pp. 685-699, Springer Verlag Copenhagen, Denmark, May, 2002.
  PDF

• Kernel Eigenfaces vs. Kernel Fisherfaces: Face Recognition Using Kernel Methods
  Ming-Hsuan Yang
  International Conference on Automatic Face and Gesture Recognition (FG), pp. 215-220, Washington D. C., May, 2002.
  PDF

2001

• Face Recognition Using Kernel Methods
  Ming-Hsuan Yang
  Advances in Neural Information Processing Systems (NIPS) , T. G. Dietterich, S. Becker and Z. Ghahramani (eds), pp. 215-220, MIT Press, 2002.
  PDF

2000

• Sex with Support Vector Machines
  Baback Moghaddam and Ming-Hsuan Yang
  Advances in Neural Information Processing Systems (NIPS), T. K. Leen, T. G. Dietterich and V. Tresp (eds), pp. 960-966, MIT Press, 2001.
  PDF

• Learning to Recognize 3D Objects With SNoW
  Ming-Hsuan Yang, Dan Roth, and Narendra Ahuja
  European Conference on Computer Vision (ECCV) , vol. 1, pp. 439-454, Dublin, Ireland, June, 2000.
  PDF

• A Geometric Approach to Train Support Vector Machines
  Ming-Hsuan Yang and Narendra Ahuja
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), vol. 1, pp. 430-437, Hilton Head Island, June, 2000.
  PDF

• Learning to Recognize Objects
  Dan Roth, Ming-Hsuan Yang, and Narendra Ahuja
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), vol. 1, pp. 724-731, Hilton Head Island, June, 2000.
  PDF

• Face Detection Using Mixtures of Linear Subspaces
  Ming-Hsuan Yang, Narendra Ahuja, and David Kriegman
  IEEE International Conference on Automatic Face and Gesture Recognition (FG), pp. 70-76, Grenoble, France, March, 2000.
  PDF

• Gender Classification with Support Vector Machines
  Baback Moghaddam and Ming-Hsuan Yang
  IEEE International Conference on Automatic Face and Gesture Recognition (FG), pp. 306-311, Grenoble, France, March, 2000.
  PDF

1999

• A SNoW-Based Face Detector
  Ming-Hsuan Yang, Dan Roth, and Narendra Ahuja
  Advances in Neural Information Processing Systems 12 (NIPS), S. A. Solla, T.K. Leen and K.-R. Muller (eds), pp. 855-861, MIT Press, 2000.
  PDF

• Recognizing Hand Gestures Using Motion Trajectories
  Ming-Hsuan Yang and Narendra Ahuja
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), vol. 1, pp. 466-472, Fort Collins, June, 1999.
  PDF

1998

• Extraction and Classification of Visual Motion Patterns for Hand Gesture Recognition
  Ming-Hsuan Yang and Narendra Ahuja
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 892-897, Santa Barbara, June, 1998.
  PDF

• Extracting Gestural Motion Trajectory
  Ming-Hsuan Yang and Narendra Ahuja
  IEEE International Conference on Automatic Face and Gesture Recognition (FG), pp. 10-15, Nara, Japan, April, 1998.
  PDF