Ming-Hsuan Yang: Publications

Last Update: 07/15/20

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

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), 2020.
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), 2020.
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), 2020.
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), 2020.
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), 2020.
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), 2020.
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), 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), 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), 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), 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), 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), 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), 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. 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), 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), 2020.
PDF code and dataset
Transfer Learning in Computer Vision tTasks: 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, 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 2016), 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.
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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.
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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.
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Selected Conference Papers

2020

Controllable Image Synthesis via SegVAE
Yen-Chi Cheng, Hsin-Ying Lee, Min Sun, and Ming-Hsuan Yang
European Conference on Computer Vision (ECCV 2020), 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 2020), 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 2020), 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 2020), 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 2020), 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 2020), 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 2020), 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 2020), 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 2020), 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 2020), 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 2020), 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 2020), 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 2020), 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 Chaung, and Jia-Bin Huang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2020), 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 2020), 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 2020), 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 2020), 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 2020), Seattle, June, 2020.
PDF supplementary materiall 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 2020), 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 2020), 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 2020), 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 2020), 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 2020), 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 2020), 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 2020), 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 2019), 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 2019), 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 2019), Vancouver, Canada, December, 2019.
PDF code and dataset
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 2019), 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 2019), 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 2019), 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 2019), 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 Moichanov, Ming-Hsuan Yang, and Jan Kautz
IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2019), 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 2019), 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 2019), 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 2019), 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 2019), 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 2019), 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 2019), 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 2019), 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 2019), 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 2019), 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 2019), 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 2019), 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 2019), 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 2019), 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 2018), 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 2018), 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 2018), 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 2018), 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 2018), 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 2018), 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 2018), 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 2018), 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 2018), 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 2018), 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 2018), 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 2018), 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 2018), 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 2018), 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 2018), 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 2018), 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 2018), 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 2018), 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 2018), 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 2018), 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 2018), 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 2018), 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 2018), 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 2018), 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 2018), 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 2018), 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 2018), 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 2018), 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 2018), 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 2018), 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 2018), 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 2018), 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 2018), 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 2018), 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 2018), 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 2018), 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 2018), 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 2018), 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 2018), 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 2018), 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 2018), 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 2018), 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 2018), 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 2017), 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 2017), 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 2017), 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 2017), 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 2017), 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 2017), 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 2017), 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 2017), 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 2017), 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 2017), 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 2017), 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 2017), 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 2017), 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 2017), 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 2017), 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 2017), 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 2017), Honolulu, July, 2017.
PDF code and dataset
Learning Neural 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 2017), 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 2017), 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 2017), 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 2017), 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 2016), 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 2016), 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 2016), 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 2016), 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 2016), 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 2016), 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 2016), 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 2016), 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 2016), 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 2016), 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 2016), 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 2016), 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 2016), 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 2016), 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 2016), 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 2016), 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 2016), 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 2016), 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 2016), 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 2016), 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 2016), 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 2015), 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 2015), 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 2015), 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 2015), 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 2015), 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 2015), 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 2015), 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 2015), 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 2015), 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 2015), 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 2015), 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 2015), 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 2015), 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 2015), 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 2015), 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 2015), 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 2015), 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 2015), 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 2014), 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 2014), 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 2014), 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 2014), 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 2014), 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 2014), 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 2014), 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 2014), 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 2014), 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 2014), 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 2014), 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 2014), 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 2014), 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 2014), 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 2013), 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 2013), 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 2013), 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 2013), 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 2013), 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 2013), 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 2013), 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 2013), 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 2013), 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 2013), 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 2013), 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 2013), 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 2013), 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 2013), Portland, June, 2013.
PDF code and dataset

2012

Good Regions to Deblur
Zhe Hu and Ming-Hsuan Yang
European Conference on Computer Vision (ECCV 2012), 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 2012), 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 2012), 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 2012), 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 2012), 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 2012), 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 2012), 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 2011), 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 2011), 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 2011), 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 2011), 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 2010), 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 2010), 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 2010), 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 2010), 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 2010), 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 2009), 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 2009), 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 2009), 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 2008), 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 2008), 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 2008), 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 2007), 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 2007), Austin, February, 2007.
PDF

2006

Detecting Humans via Their Pose
Alessandro Bissacco, Ming-Hsuan Yang, and Stefano Soatto
Advances in Neural Information Processing Systems 19 (NIPS 2006), 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 2006), 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 2006), 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 2006), 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 2006), 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 2005), 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 2005), 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 2005), 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 17 (NIPS 2004), 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 17 (NIPS 2004), 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 2004), 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 2004), 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 2004), 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 2004), 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 2003), 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 2003), 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 2002), 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 2002), 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 2002), pp. 215-220, Washington D. C., May, 2002.
PDF

2001

Face Recognition Using Kernel Methods
Ming-Hsuan Yang
Advances in Neural Information Processing Systems 14 (NIPS 2001) , 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 13 (NIPS 2000), 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 2000) , 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 2000), 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 2000), 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 2000), 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 2000), pp. 306-311, Grenoble, France, March, 2000.
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1999

A SNoW-Based Face Detector
Ming-Hsuan Yang, Dan Roth, and Narendra Ahuja
Advances in Neural Information Processing Systems 12 (NIPS 1999), S. A. Solla, T.K. Leen and K.-R. Muller (eds), pp. 855-861, MIT Press, 2000.
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Recognizing Hand Gestures Using Motion Trajectories
Ming-Hsuan Yang and Narendra Ahuja
IEEE Conference on Computer Vision and Pattern Recognition (CVPR 1999), vol. 1, pp. 466-472, Fort Collins, June, 1999.
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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 1998), pp. 892-897, Santa Barbara, June, 1998.
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Extracting Gestural Motion Trajectory
Ming-Hsuan Yang and Narendra Ahuja
IEEE International Conference on Automatic Face and Gesture Recognition (FG 1998), pp. 10-15, Nara, Japan, April, 1998.
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