Publications (Last Update: 07/06/24)

Journal Papers

V2X-ViTv2: Vehicle-to-Everything Cooperative Perception with Vision Transformers
Runsheng Xu, Chia-Ju Chen, Zhengzhong Tu, Ming-Hsuan Yang
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 2024.
PDF code and dataset
Robust Deep Object Tracking against Adversarial Attacks
Shuai Jia, Chao Ma, Yibing Song, Xiaokang Yang, Ming-Hsuan Yang
International Journal of Computer Vision (IJCV), 2024.
PDF code and dataset
Fast Ultra High-Definition Video Deblurring via Multi-Scale Separable Network
Wenqi Ren, Senyou Deng, Kaihao Zhang, Fenlong Song, Xiaochun Cao, Ming-Hsuan Yang
International Journal of Computer Vision (IJCV), 2024.
PDF code and dataset
UNETR++: Delving into Efficient and Accurate 3D Medical Image Segmentation
Abdelrahman M Shaker, Muhammad Maaz, Hanoona Rasheed, Salman Khan, Ming-Hsuan Yang, Fahad Shahbaz Khan
IEEE Transactions on Medical Imaging (TMI), 2024.
PDF code and dataset
Panoptic-PartFormer++: A Unified and Decoupled View for Panoptic Part Segmentation
Xiangtai Li, Shilin Xu, Yibo Yang, Haobo Yuan, Guangliang Cheng, Yunhai Tong, Zhouchen Lin, Ming-Hsuan Yang, Dacheng Tao
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 2024.
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Reference Twice: A Simple and Unified Baseline for Few-Shot Instance Segmentation
Yue Han, Jiangning Zhang, Yabiao Wang, Chengjie Wang, Yong Liu, Lu Qi, Xiangtai Li, Ming-Hsuan Yang
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 2024.
PDF code and dataset
Understanding Whitening Loss in Self-supervised Learning
Lei Huang, Yunhao Ni, Xi Weng, Rao Muhammad Anwer, Salman Khan, Ming-Hsuan Yang, Fahad Shahbaz Khan
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 2024.
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Learning Disentangled Representation for One-Shot Progressive Face Swapping
Qi Li, Weining Wang, Chengzhong Xu, Zhenan Sun, Ming-Hsuan Yang
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 2024.
PDF code and dataset
Correcting Optical Aberration via Depth-Aware Point Spread Functions
Jun Luo, Yunfeng Nie, Wenqi Ren, Xiaochun Cao, and Ming-Hsuan Yang
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 2024.
PDF code and dataset
Consistency-Aware Anchor Pyramid Network for Crowd Localization
Xinyan Liu, Guorong Li, Yuankai Qi, Zhenjun Han, Anton van den Hengel, Nicu Sebe, Ming-Hsuan Yang, Qingming Huang
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 2024.
PDF code and dataset
Burst Image Restoration and Enhancement
Akshay Dudhane, Syed Waqas Zamir, Salman Khan, Fahad Shahbaz Khan, Ming-Husan Yang
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 2024.
PDF code and dataset
Learning Hierarchical Modular Networks for Video Captioning
Guorong Li, Hanhua Ye, Yuankai Qi, Shuhui Wang, Laiyun Qing, Qingming Huang, Ming-Hsuan Yang
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 46, no. 2, pp. 1049-1064, 2024.
PDF code and dataset
Diffusion Models: A Comprehensive Survey of Methods and Applications
Ling Yang, Zhilong Zhang, Yang Song, Shenda Hong, Runsheng Xu, Yue Zhao, Wentao Zhang, Bin Cui, Ming-Hsuan Yang
ACM Computing Surveys (CSUR) vol. 56, no. 4, pp 105:1-105:39, 2024
PDF code and dataset
GAN-based Facial Attribute Manipulation
Yunfan Liu, Qi Li, Qiyao Deng, Zhenan Sun, Ming-Hsuan Yang
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 45, no. 12, pp 14590-14610, 2023
PDF code and dataset
Cascaded Deep Video Deblurring Using Temporal Sharpness Prior and Non-local Spatial-Temporal Similarity
Jinshan Pan, Borming Xu, Haoran Bai, Jinhui Tang, Ming-Hsuan Yang
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 45, no. 8, pp. 9411-9425, 2023.
PDF code and dataset
ScoreMix: A Scalable Augmentation Strategy for Training GANs with Limited Data
Jie Cao, Mandi Luo, Junchi Yu, Ming-Hsuan Yang, Ran He
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 45, no. 7, pp. 8920-8935, 2023.
PDF code and dataset
Large-scale Unsupervised Semantic Segmentation
Shanghua Gao, Zhong-Yu Li, Ming-Hsuan Yang, Ming-Ming Cheng, Junwei Han, Philip Torr
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol 45, no. 6, pp. 7457-7476, 2023.
PDF code and dataset
GAN Inversion: A Survey
Weihao Xia, Yulun Zhang, Yujiu Yang, Jing-Hao Xue, Bolei Zhou, Ming-Hsuan Yang
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 45, no. 3, pp. 3121-3138, 2023.
PDF code and dataset
Shaping Deep Feature Space towards Gaussian Mixture for Visual Classification
Weitao Wan, Jiansheng Chen, Cheng yu, Tong Wu, Yuanyi Zhong, Ming-Hsuan Yang
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 45, no. 2, pp. 3430-2444, 2023.
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, Ling Shao
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 45, no. 2, pp. 1934-1948, 2023.
PDF code and dataset
FlowNAS: Neural Architecture Search for Optical Flow Estimation
Zhiwei Lin, Tingtin Liang, Taihong Xiao, Yongtao Wang, Ming-Hsuan Yang
International Journal of Computer Vision (IJCV), 2023.
PDF code and dataset
Learning to See through Obstructions with Layered Decomposition
Yu-Lun Liu, Wei-Sheng Lai, Ming-Hsuan Yang, Yung-Yu Chuang, Jia-Bin Huang
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 44, no. 11, pp. 8387-8402, 2022.
PDF code and dataset
Toward Real-World Super-Resolution via Adaptive Downsampling Models
Sanghyun Son, Jaeha Kim, Wei-Sheng Lai, Ming-Hsuan Yang, Kyoung Mu Lee
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 44, no. 11, pp. 8657-8670, 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), vol. 44, no. 11, pp. 8355-8370, 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), vol. 44, no. 9, pp. 5866-5885, 2022.
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Deblurring Dynamic Scenes via Spatially Varying Recurrent Neural Networks
Wenqi Ren, Jiawei Zhang, Jinshan Pan, Sifei Liu, Jimmy Ren, Junping Du, Xiaochun Cao, Ming-Hsuan Yang
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 44, no. 8, pp. 3974-3987, 2022.
PDF code and dataset
Deep Object Tracking with Shrinkage Loss
Xiankai Lu, Chao Ma, Jianbing Shen, Xiaokang Yang, Ian Reid, Ming-Hsuan Yang
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 44, no. 5, pp. 2386-2401, 2022.
PDF code and dataset
Exploiting Raw Images for Real-Scene Super-Resolution
Xiangyu Xu, Yongrui Ma, Wenxiu Sun, Ming-Hsuan Yang
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 44, no. 4, pp. 1905-1921, 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, Haibin Ling
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 44, no. 3, pp. 1591-1603, 2022.
PDF code and dataset
Understanding Synonymous Referring Expressions via Contrastive Features
Yi-Wen Chen, Yi-Hsuan Tsai, Ming-Hsuan Yang
International Journal of Computer Vision (IJCV), 2022.
PDF code and dataset
Deep Image Deblurring: A Survey
Kaihao Zhang, Wenqi Ren, Wenhan Luo, Wei-Sheng Lai, Bjorn Stenger, Ming-Hsuan Yang, Hongdong Li
International Journal of Computer Vision (IJCV), 2022.
PDF code and dataset
Learning Contrastive Representation for Semantic Correspondence
Taihong Xiao, Sifei Liu, Shalini De Mello, Zhiding Yu, Jan Kautz, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, Ming-Hsuan Yang
International Journal of Computer Vision (IJCV), vol. 127, no. 6-7, pp. 785-800, 2019.
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Blind Image Deblurring via Deep Discriminative Priors
Lerenhan Li, Jinshan Pan, Wei-Sheng Lai, Changxin Gao, Nong Sang, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, Narendra Ahuja
Neural Computation, vol. 14, no. 5, pp. 1071-1104, 2002.
PDF
Face Detection Using Multimodal Density Models
Ming-Hsuan Yang, David Kriegman, Narendra Ahuja
Computer Vision and Image Understanding (CVIU), vol. 84, no. 2, pp. 264-284, 2001.
PDF

Conference Papers

2024

SemFlow: Binding Semantic Segmentation and Image Synthesis via Rectified Flow
Chaoyang Wang, Xiangtai Li, Lu Qi, Henghui Ding, Yunhai Tong, Ming-Hsuan Yang
Advances in Neural Information Processing Systems (NeurIPS), December, 2024.
PDF code and dataset
Sharing Key Semantics in Transformer Makes Efficient Image Restoration
Bin Ren, Yawei Li, Jingyun Liang, Rakesh Ranjan, Mengyuan Liu, Rita Cucchiara, Luc Van Gool, Ming-Hsuan Yang, Nicu Sebe
Advances in Neural Information Processing Systems (NeurIPS), December, 2024.
PDF code and dataset
Extending Video Masked Autoencoders to 128 frames
Nitesh Bharadwaj Gundavarapu, Luke Friedman, Raghav Goyal, Chaitra Hegde, Eirikur Agustsson, Sagar M. Waghmare, Mikhail Sirotenko, Ming-Hsuan Yang, Tobias Weyand, Boqing Gong, Leonid Sigal
Advances in Neural Information Processing Systems (NeurIPS), December, 2024.
PDF code and dataset
Personalized Video Comment Generation
Xudong Lin, Ali Zare, Shiyuan Huang, Ming-Hsuan Yang, Shih-Fu Chang, Li Zhang
Findings of Empirical Methods in Natural Language Processing (EMNLP), 2024.
PDF code and dataset
StyleDubber: Towards Multi-Scale Style Learning for Movie Dubbing
Gaoxiang Cong, Yuankai Qi, Liang Li, Amin Beheshti, Zhedong Zhang, Anton Hengel, Ming-Hsuan Yang, Chenggang Yan, Qingming Huang
Findings of Association for Computational Linguistics (ACL), 2024.
PDF code and dataset
Weakly Supervised 3D Object Detection via Multi-Level Visual Guidance
Kuan-Chih Huang, Yi-Hsuan Tsai, Ming-Hsuan Yang
Europen Conference on Computer Vision (ECCV), September, 2024.
PDF code and dataset
Taming Latent Diffusion Model for Neural Radiance Field Inpainting
Chieh Hubert Lin, Changil Kim, Jia-Bin Huang, Qinbo Li, Chih-Yao Ma, Johannes Kopf, Ming-Hsuan Yang, Hung-Yu Tseng
Europen Conference on Computer Vision (ECCV), September, 2024.
PDF code and dataset
Improving Point-based Crowd Counting and Localization Based on Auxiliary Point Guidance
I-Hsiang Chen, Wei-Ting Chen, Yu-Wei Liu, Ming-Hsuan Yang, Sy-Yen Kuo
Europen Conference on Computer Vision (ECCV), September, 2024.
PDF code and dataset
Chat-Edit-3D: Interactive 3D Scene Editing via Text Prompts
Shuangkang Fang, Yufeng Wang, Yi-Hsuan Tsai, Yi Yang, Wenrui Ding, Shuchang Zhou, Ming-Hsuan Yang
Europen Conference on Computer Vision (ECCV), September, 2024.
PDF code and dataset
HENet: Hybrid Encoding for End-to-end Multi-task 3D Perception from Multi-view Cameras
Zhongyu Xia, Zhiwei Lin, Xinhao Wang, Yongtao Wang, Yun Xing, Shengxiang Qi, Nan Dong, Ming-Hsuan Yang
Europen Conference on Computer Vision (ECCV), September, 2024.
PDF code and dataset
Spatial-Temporal Multi-level Association for Video Object Segmentation
Deshui Miao, Xin Li, Zhenyu He, Huchuan Lu, Ming-Hsuan Yang
Europen Conference on Computer Vision (ECCV), September, 2024.
PDF code and dataset
Pyramid Diffusion for Fine 3D Large Scene Generation
Yuheng Liu, Xinke Li, Xueting Li, Lu Qi, Chongshou Li, Ming-Hsuan Yang
Europen Conference on Computer Vision (ECCV), September, 2024.
PDF code and dataset
GALA3D: Towards Text-to-3D Complex Scene Generation via Layout-guided Generative Gaussian Splatting
Xiaoyu Zhou, Xingjian Ran, XiongYajiao, Jinlin He, Zhiwei Lin, Yongtao Wang, Deqing Sun, Ming-Hsuan Yang
International Conference on Machine Learning (ICML), July, 2024.
PDF code and dataset
VideoPoet: A Large Language Model for Zero-Shot Video Generation
Dan Kondratyuk, Lijun Yu, Xiuye Gu, Jose Lezama, Jonathan Huang, Grant Schindler, Rachel Hornung, Vighnesh Birodkar, Jimmy Yan, Ming-Chang Chiu, Krishna Somandepalli, Hassan Akbari, Yair Alon, Yong Cheng, Joshua V. Dillon, Agrim Gupta, Meera Hahn, Anja Hauth, David Hendon, Alonso Martinez, David Minnen, Mikhail Sirotenko, Kihyuk Sohn, Xuan Yang, Hartwig Adam, Ming-Hsuan Yang, Irfan Essa, Huisheng Wang, David A Ross, Bryan Seybold, Lu Jiang
Best Paper
International Conference on Machine Learning (ICML), July, 2024.
PDF code and dataset
VideoPrism: A Foundational Visual Encoder for Video Understanding
Long Zhao, Nitesh Bharadwaj Gundavarapu, Liangzhe Yuan, Hao Zhou, Shen Yan, Jennifer J. Sun, Luke Friedman, Rui Qian, Tobias Weyand, Yue Zhao, Rachel Hornung, Florian Schroff, Ming-Hsuan Yang, David A Ross, Huisheng Wang, Hartwig Adam, Mikhail Sirotenko, Ting Liu, Boqing Gong
International Conference on Machine Learning (ICML), July, 2024.
PDF code and dataset
VinT-6D: A Large-Scale Object-in-hand Dataset from Vision, Touch and Proprioception
Zhaoliang Wan, Yonggen Ling, Senlin Yi, Lu Qi, Wang Wei Lee, Minglei Lu, Sicheng Yang, Xiao Teng, Peng Lu, Xu Yang, Ming-Hsuan Yang, Hui Cheng
International Conference on Machine Learning (ICML), July, 2024.
PDF code and dataset
UniGS: Unified Representation for Image Generation and Segmentation
Lu Qi, Lehan Yang, Weidong Guo, Yu Xu, Bo Du, Varun Jampani, Ming-Hsuan Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2024.
PDF code and dataset
Telling Left from Right: Identifying Geometry-Aware Semantic Correspondence
Junyi Zhang, Charles Hermann, Junhwa Hur, Eric Chen, Varun Jampani, Deqing Sun, Ming-Hsuan Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2024.
PDF code and dataset
GLaMM: Grounding Large Multimodal Model
Hanoona Abdul Rasheed, Muhammad Maaz, Sahal Shaji Mullappilly, Abdelrahman M Shaker, Salman Khan, Hisham Cholakkal, Rao Muhammad Anwer, Eric P. Xing, Ming-Hsuan Yang, Fahad Khan
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2024.
PDF code and dataset
Motion-adaptive Separable Collaborative Filters for Blind Motion Deblurring
Chengxu Liu, Xuan Wang, Xiangyu Xu, Ruhao Tian, Shuai Li, Xueming Qian, Ming-Hsuan Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2024.
PDF code and dataset
Improving Subject-Driven Image Synthesis with Context-Agnostic Guidance
Kelvin C.K. Chan, Yang Zhao, Xuhui Jia, Ming-Hsuan Yang, Huisheng Wang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2024.
PDF code and dataset
Panda-70M: Captioning 70M Videos with Multiple Cross-Modality Teachers
Tsai-Shien Chen, Aliaksandr Siarohin, Willi Menapace, Ekaterina Deyneka, Hsiang-wei Chao, Byung Eun Jeon, Yuwei Fang, Hsin-Ying Lee, Jian Ren, Ming-Hsuan Yang, Sergey Tulyakov
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2024.
PDF code and dataset
RTracker: Recoverable Tracking via PN Tree Structured Memory
Yuqing Huang, Xin Li, Zikun Zhou, Yaowei Wang, Zhenyu He, Ming-Hsuan Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2024.
PDF code and dataset
No More Ambiguity in 360 Room Layout via Bi-Layout Estimation
Yu-Ju Tsai, Jin Cheng Jhang, Jingjing Zheng, Wei Wang, Albert Y. C. Chen, Min Sun, Cheng-Hao Kuo, Ming-Hsuan Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2024.
PDF code and dataset
Text-Driven Image Editing via Learnable Regions
Yuanze Lin, Yi-Wen Chen, Yi-Hsuan Tsai, Lu Jiang, Ming-Hsuan Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2024.
PDF code and dataset
PTT: Point-Trajectory Transformer for Efficient Temporal 3D Object Detection
Kuan-Chih Huang, Weijie Lyu, Ming-Hsuan Yang, Yi-Hsuan Tsai
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2024.
PDF code and dataset
VidToMe: Video Token Merging for Zero-Shot Video Editing
Xirui Li, Chao Ma, Xiaokang Yang, Ming-Hsuan Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2024.
PDF code and dataset
Exploiting Diffusion Prior for Generalizable Pixel-Level Semantic Prediction
Hsin-Ying Lee, Hung-Yu Tseng, Hsin-Ying Lee, Ming-Hsuan Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2024.
PDF code and dataset
Weakly Supervised Video Individual Counting
Xinyan Liu, Guorong Li, Yuankai Qi, Ziheng Yan, Zhenjun Han, Anton van den Hengel, Ming-Hsuan Yang, Qingming Huang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2024.
PDF code and dataset
DrivingGaussian: Composite Gaussian Splatting for Surrounding Dynamic Autonomous Driving Scenes
Xiaoyu Zhou, Zhiwei Lin, Xiaojun Shan, Yongtao Wang, Deqing Sun, Ming-Hsuan Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2024.
PDF code and dataset
Towards Open-Vocabulary Spatio-Temporal Video Grounding
Syed Talal Wasim, Muzammal Naseer, Salman Khan, Ming-Hsuan Yang, Fahad Khan
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2024.
PDF code and dataset

Dual Associated Encoder for Face Restoration
Yu-Ju Tsai, Yu-Lun Liu, Lu Qi, Kelvin C. K. Chan, Ming-Hsuan Yang
International Conference on Learning Representations (ICLR), May, 2024.
PDF code and data
Language Model Beats Diffusion - Tokenizer is key to visual generation
Lijun Yu, Jose Lezama, Nitesh Bharadwaj Gundavarapu, Luca Versari, Kihyuk Sohn, David Minnen, Yong Cheng, Agrim Gupta, Xiuye Gu, Alexander G Hauptmann, Boqing Gong, Ming-Hsuan Yang, Irfan Essa, David A Ross, Lu Jiang
International Conference on Learning Representations (ICLR), May, 2024.
PDF code and data
Structured Video-Language Modeling with Temporal Grouping and Spatial Grounding
Yuanhao Xiong, Long Zhao, Boqing Gong, Ming-Hsuan Yang, Florian Schroff, Ting Liu, Cho-Jui Hsieh, Liangzhe Yuan
International Conference on Learning Representations (ICLR), May, 2024.
PDF code and data
Physics-based Indirect Illumination for Inverse Rendering
Youming Deng, Xueting Li, Sifei Liu, Ming-Hsuan Yang
International Conference on 3D Vision (3DV), March, 2024.
PDF code and data
BEV-MAE: Bird's Eye View Masked Autoencoders for Point Cloud Pre-training in Autonomous Driving Scenarios
Zhiwei Lin, Yongtao Wang, Shengxiang Qi, Nan Dong, Ming-Hsuan Yang
AAAI Conference on Artificial Intelligence (AAAI), February, 2024.
PDF code and data
CSL: Class-Agnostic Structure-Constrained Learning for Segmentation Including the Unseen
Hao Zhang, Fang Li, Lu Qi, Ming-Hsuan Yang, Narendra Ahuja
AAAI Conference on Artificial Intelligence (AAAI), February, 2024.
PDF code and data
Beyond SOT: Tracking Multiple Generic Objects at Once
Christoph Mayer, Martin Danelljan, Ming-Hsuan Yang, Vittorio Ferrari, Luc Van Gool, Alina Kuznetsova
IEEE Winter Conference on Applications of Computer Vision (WACV), January, 2024.
PDF code and data

2023

AIMS: All-Inclusive Multi-Level Segmentation
Lu Qi, Jason Kuen, Weidong Guo, Jiuxiang Gu, Zhe Lin, Bo Du, Yu Xu, Ming-Hsuan Yang
Advances in Neural Information Processing Systems (NeurIPS), December, 2023.
PDF code and dataset
A Tale of Two Features: Stable Diffusion Complements DINO for Zero-Shot Semantic Correspondence
Junyi Zhang, Charles Herrmann, Junhwa Hur, Luisa Polania Cabrera, Varun Jampani, Deqing Sun, Ming-Hsuan Yang
Advances in Neural Information Processing Systems (NeurIPS), December, 2023.
PDF code and dataset
ARTIC3D: Learning Robust Articulated 3D Shapes from Noisy Web Image Collections
Chun-Han Yao, Amit Raj, Wei-Chih Hung, Michael Rubinstein, Yuanzhen Li, Ming-Hsuan Yang, Varun Jampani
Advances in Neural Information Processing Systems (NeurIPS), December, 2023.
PDF code and dataset
SPAE: Semantic Pyramid AutoEncoder for Multimodal Generation with Frozen LLMs
Lijun Yu, Yong Cheng, Zhiruo Wang, Vivek Kumar, Wolfgang Macherey, Yanping Huang, David A Ross, Irfan Essa, Yonatan Bisk, Ming-Hsuan Yang, Kevin Patrick Murphy, Alexander G Hauptmann, Lu Jiang
Advances in Neural Information Processing Systems (NeurIPS), December, 2023.
PDF code and dataset
Module-wise Adaptive Distillation for Multimodality Foundation Models
Chen Liang, Jiahui Yu, Ming-Hsuan Yang, Matthew Brown, Yin Cui, Tuo Zhao, Boqing Gong, Tianyi Zhou
Advances in Neural Information Processing Systems (NeurIPS), December, 2023.
PDF code and dataset
Diffusion-SS3D: Diffusion Model for Semi-supervised 3D Object Detection
Cheng-Ju Ho, Chen-Hsuan Tai, Yen-Yu Lin, Ming-Hsuan Yang, Yi-Hsuan Tsai
Advances in Neural Information Processing Systems (NeurIPS), December, 2023.
PDF code and dataset
InfiniCity: Infinite-Scale City Synthesis
Chieh Hubert Lin, Hsin-Ying Lee, Willi Menapace, Menglei Chai, Aliaksandr Siarohin, Ming-Hsuan Yang, Sergey Tulyakov
IEEE International Conference on Computer Vision (ICCV), October, 2023.
PDF code and dataset
CiteTracker:Correlating Imageand Text for Visual Tracking
Xin Li, Yuqing Huang, Zhenyu He, Yaowei Wang, Huchuan Lu, Ming-Hsuan Yang
IEEE International Conference on Computer Vision (ICCV), October, 2023.
PDF code and dataset
Delving into Motion-Aware Matching for Monocular 3D Object Tracking
Kuan-Chih Huang, Ming-Hsuan Yang, Yi-Hsuan Tsai
IEEE International Conference on Computer Vision (ICCV), October, 2023.
PDF code and dataset
Unified Visual Relationship Detection with Vision and Language Models
Long Zhao, Liangzhe Yuan, Boqing Gong, Yin Cui, Florian Schroff, Ming-Hsuan Yang, Hartwig Adam, Ting Liu
IEEE International Conference on Computer Vision (ICCV), October, 2023.
PDF code and dataset
MiniROAD: Minimal RNN Framework for Online Action Detection
Joungbin An, Hyolim Kang, Su Ho Ha, Ming-Hsuan Yang, Seon Joo Kim
IEEE International Conference on Computer Vision (ICCV), October, 2023.
PDF code and dataset
High-Quality Entity Segmentation
Lu Qi, Jason Kuen, Weidong Guo, Tiancheng Shen, Jiuxiang Gu, Wenbo Li, Jiaya Jia, Zhe Lin, Ming-Hsuan Yang
IEEE International Conference on Computer Vision (ICCV), October, 2023.
PDF code and dataset
Counting Crowds in Bad Weather
Zhi-Kai Huang, Wei-Ting Chen, Yuan-Chun Chiang, Sy-Yen Kuo, Ming-Hsuan Yang
IEEE International Conference on Computer Vision (ICCV), October, 2023.
PDF code and dataset
CLR: Channel-wise Lightweight Reprogramming for Continual Learning
Yunhao Ge, Yuecheng Li, Shuo Ni, Jiaping Zhao, Ming-Hsuan Yang, Laurent Itti
IEEE International Conference on Computer Vision (ICCV), October, 2023.
PDF code and dataset
SAMPLING: Scene-adaptive Hierarchical Multiplane Images Representation for Novel View Synthesis from a Single Image
Xiaoyu Zhou, Zhiwei Lin, Xiaojun Shan, Yongtao Wang, Deqing Sun, Ming-Hsuan Yang
IEEE International Conference on Computer Vision (ICCV), October, 2023.
PDF code and dataset
Generative Multiplane Neural Radiance for 3D-Aware Image Generation
Amandeep Kumar, Ankan Kumar Bhunia, Sanath Narayan, Hisham Cholakkal, Rao Muhammad Anwer, Salman Khan, Ming-Hsuan Yang, Fahad Shahbaz Khan
IEEE International Conference on Computer Vision (ICCV), October, 2023.
PDF code and dataset
SwiftFormer: Efficient Additive Attention for Transformer-based Real-time Mobile Vision Applications
Abdelrahman Shaker, Muhammad Maaz , Hanoona Rasheed, Salman Khan, Ming-Hsuan Yang, Fahad Shahbaz Khan
IEEE International Conference on Computer Vision (ICCV), October, 2023.
PDFcode and dataset
Self-regulating Prompts: Foundational Model Adaptation without Forgetting
Muhammad Uzair Khattak, Syed Talal Wasim, Muzammal Naseer, Salman Khan, Ming-Hsuan Yang, Fahad Shahbaz Khan
IEEE International Conference on Computer Vision (ICCV), October, 2023.
PDF code and dataset
Unveiling The Mask of Position-Information Pattern Through the Mist of Image Features
Chieh Hubert Lin, Hsin-Ying Lee, Hung-Yu Tseng, Maneesh Singh, Ming-Hsuan Yang
International Conference on Machine Learning (ICML), July, 2023.
PDF code and dataset
Muse: Text-To-Image Generation via Masked Generative Transformers
Huiwen Chang, Han Zhang, Jarred Barber, AJ Maschinot, José Lezama, Lu Jiang, Ming-Hsuan Yang, Kevin Murphy, William T. Freeman, Michael Rubinstein, Yuanzhen Li, Dilip Krishnan
International Conference on Machine Learning (ICML), July, 2023.
PDF project website
Burstormer: Burst Image Restoration and Enhancement Transformer
Akshay Dudhane, Syed Waqas Zamir, Salman Khan, Fahad Shahbaz Khan, Ming-Hsuan Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2023.
PDF code and dataset
MAGVIT: Masked Generative Video Transformer
Lijun Yu, Yong Cheng, Kihyuk Sohn, José Lezama, Han Zhang, Huiwen Chang, Alexander G. Hauptmann, Ming-Hsuan Yang, Yuan Hao, Irfan Essa, Lu Jiang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2023.
PDF project website
Hi-LASSIE: High-Quality Articulated Shape and Skeleton Discovery from Sparse Image Ensemble
Chun-Han Yao, Wei-Chih Hung, Yuanzhen Li, Michael Rubinstein, Ming-Hsuan Yang, Varun Jampani
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2023.
PDF code and dataset
Self-supervised AutoFlow
Hsin-Ping Huang, Charles Herrmann, Junhwa Hur, Erika Lu, Kyle Sargent, Austin Stone, Ming-Hsuan Yang, Deqing Sun
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2023.
PDF code and dataset
Learning to Dub Movies via Hierarchical Prosody Models
Gaoxiang Cong, Liang Li, Yuankai Qi, Zheng-jun Zha, Qi Wu, Wenyu Wang, Bin Jiang, Ming-Hsuan Yang, Qingming Huang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2023.
PDF code and dataset
Self-supervised Super-plane for Neural 3D Reconstruction
Botao Ye, Sifei Liu, Xueting Li, Ming-Hsuan Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2023.
PDF code and dataset
Improving Zero-shot Generalization and Robustness of Multi-modal Models
Yunhao Ge, Jie Ren, Yuxiao Wang, Andrew Gallagher, Ming-Hsuan Yang, Laurent Itti, Hartwig Adam, Balaji Lakshminarayanan, Jiaping Zhao
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2023.
PDF code and dataset
Exploiting Completeness and Uncertainty of Pseudo Labels for Weakly Supervised Video Anomaly Detection
Chen Zhang, Guorong Li, Yuankai Qi, Shuhui Wang, Laiyun Qing, Qingming Huang, Ming-Hsuan Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2023.
PDF code and dataset

2022

LASSIE: Learning Articulated Shapes from Sparse Image Ensemble via 3D Part Discovery
Chun-Han Yao, Wei-Chih Hung, Yuanzhen Li, Michael Rubinstein, Ming-Hsuan Yang, Varun Jampani
Advances in Neural Information Processing Systems (NeurIPS), December, 2022.
PDF code and dataset
Learning Object-level Point Augmentor for Semi-supervised 3D Object Detection
Cheng-Ju Ho, Chen-Hsuan Tai, Yi-Hsuan Tsai, Yen-Yu Lin, Ming-Hsuan Yang
British Machine Vision Conference (BMVC), November, 2022.
PDF code and dataset
On Temporal Granularity in Self-Supervised Video Representation Learning
Rui Qian, Yeqing Li, Liangzhe Yuan, Boqing Gong, Ting Liu, Matthew Brown, Serge J. Belongie, Ming-Hsuan Yang, Hartwig Adam, Yin Cui
British Machine Vision Conference (BMVC), November, 2022.
PDF code and dataset
Learning Visibility for Robust Dense Human Body Estimation
Chun-Han Yao, Jimei Yang, Duygu Ceylan, Yi Zhou, Yang Zhou, Ming-Hsuan Yang
Europen Conference on Computer Vision (ECCV), October, 2022.
PDF code and dataset
Scraping Textures from Natural Images for Synthesis and Editing
Xueting Li, Xiaolong Wang, Ming-Hsuan Yang, Alexei Efros, Sifei Liu
Europen Conference on Computer Vision (ECCV), October, 2022.
PDF code and dataset
Autoregressive 3D Shape Generation via Canonical Mapping
An-Chieh Cheng, Xueting Li, Sifei Liu, Min Sun, Ming-Hsuan Yang
Europen Conference on Computer Vision (ECCV), October, 2022.
PDF code and dataset
CA-SSL: Class-Agnostic Semi-Supervised Learning for Detection and Segmentation
Lu Qi, Jason Kuen, Zhe Lin, Jiuxiang Gu, Fengyun Rao, Dian Li, Weidong Guo, Zhen Wen, Ming-Hsuan Yang, Jiaya Jia
Europen Conference on Computer Vision (ECCV), October, 2022.
PDF code and dataset
V2X-ViT: Vehicle-to-Everything Cooperative Perception with Vision Transformer
Runsheng Xu, Hao Xiang, Zhengzhong Tu, Xin Xia, Ming-Hsuan Yang, Jiaqi Ma
Europen Conference on Computer Vision (ECCV), October, 2022.
PDF code and dataset
Adaptive Transformers for Robust Few-shot Cross-domain Face Anti-spoofing
Hsin-Ping Huang, Deqing Sun, Yaojie Liu, Wen-Sheng Chu, Taihong Xiao, Jinwei Yuan, Hartwig Adam, Ming-Hsuan Yang
Europen Conference on Computer Vision (ECCV), October, 2022.
PDF code and dataset
Learning Discriminative Shrinkage Deep Networks for Image Deconvolution
Pin-Hung Kuo, Jinshan Pan, Shao-Yi Chien, Ming-Hsuan Yang
Europen Conference on Computer Vision (ECCV), October, 2022.
PDF code and dataset
Class-agnostic Object Detection with Multi-modal Transformer
Muhammad Maaz, Hanoona Rasheed, Salman Khan, Fahad Shahbaz Khan, Rao Muhammad Anwer, Ming-Hsuan Yang
Europen Conference on Computer Vision (ECCV), October, 2022.
PDF code and dataset
Diverse Image Outpainting via GAN Inversion
Yen-Chi Cheng, Chieh Hubert Lin, Hsin-Ying Lee, Sergey Tulyakov, Jian Ren, 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, 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, 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, Ming-Hsuan Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2022.
Best Paper Finalist
PDF code and dataset
Restormer: Efficient Transformer for High-Resolution Image Restoration
Syed Waqas Zamir, Aditya Arora, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, 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, 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, Ming-Hsuan Yang
International Conference on Learning Representations (ICLR), April, 2022.
PDF code and data
Learning Continuous Environment Fields via Implicit Functions
Xueting Li, Shalini De Mello, Xiaolong Wang, Ming-Hsuan Yang, Jan Kautz, Sifei Liu
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, 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, 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, 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, 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, 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, Ming-Hsuan Yang
Advances in Neural Information Processing Systems (NeurIPS), 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, Ming-Hsuan Yang
Advances in Neural Information Processing Systems (NeurIPS), December, 2021.
PDF code and dataset
Learning 3D Dense Correspondence via Canonical Point Autoencoder
An-Chieh Cheng, Xueting Li, Min Sun, Ming-Hsuan Yang, Sifei Liu
Advances in Neural Information Processing Systems (NeurIPS), December, 2021.
PDF code and dataset
Intriguing Properties of Vision Transformers
Muzammal Naseer, Kanchana Ranasinghe, Salman Khan, Munawar Hayat, Fahad Khan, Ming-Hsuan Yang
Advances in Neural Information Processing Systems (NeurIPS), 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, Ming-Hsuan Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 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, Weilong Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 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, Zheman Sun
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 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, Yin Cui
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 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, Ling Shao
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2021.
PDF supplementary material code and dataset
Semi-Supervised Learning with Meta-Gradient
Xin-Yu Zhang, Taihong Xiao, Haolin Jia, Ming-Ming Cheng, Ming-Hsuan Yang
International Conference on Artificial Intelligence and Statistics (AISTATS), April, 2021.
PDF supplementary material code and dataset
Controllable and Progressive Image Extrapolation
Yijun Li, Lu Jiang, 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,rew Howard, Ming-Hsuan Yang, Jeff Gilbert, Peyman Milanfar, 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, Jan Kautz
Advances in Neural Information Processing Systems (NeurIPS), 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, Ming-Hsuan Yang
Asian Conference on Computer Vision (ACCV), December, 2020.
PDF supplementary material code and dataset
Unsupervised Domain Adaptation for Spatio-Temporal Action Localization
Nakul Agarwal, Yi-Ting Chen, Behzad Dariush, Ming-Hsuan Yang
British Machine Vision Conference (BMVC), 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, Ming-Hsuan Yang
British Machine Vision Conference (BMVC), September, 2020.
PDF supplementary material code and dataset
Controllable Image Synthesis via SegVAE
Yen-Chi Cheng, Hsin-Ying Lee, Min Sun, Ming-Hsuan Yang
European Conference on Computer Vision (ECCV), August, 2020.
PDF supplementary material code and dataset
Adversarial Training with Bi-directional Likelihood Regularization for Visual Classification
Weitao Wan, Jiansheng Chen, Ming-Hsuan Yang
European Conference on Computer Vision (ECCV), 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, Weilong Yang
European Conference on Computer Vision (ECCV), 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, Weilong Yang
European Conference on Computer Vision (ECCV), 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, Ming-Hsuan Yang
European Conference on Computer Vision (ECCV), 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, Ming-Hsuan Yang
European Conference on Computer Vision (ECCV), 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), 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, Ming-Hsuan Yang
European Conference on Computer Vision (ECCV), 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, Jan Kautz
European Conference on Computer Vision (ECCV), 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, Ling Shao
European Conference on Computer Vision (ECCV), 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, Ming-Hsuan Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 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, Jia-Bin Huang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2020.
PDF supplementary material code and dataset
Collaborative Distillation for Ultra-Resolution Universal Style Transfer
Huan Wang, Yijun Li, Yuehai Wang, Haoji Hu, Ming-Hsuan Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 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, Jia-Bin Huang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2020.
PDF supplementary material code and dataset
Composing Good Shots by Exploiting Mutual Relations
Debang Li, Junge Zhang, Kaiqi Huang, Ming-Hsuan Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 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, Ming-Hsuan Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 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, Ling Shao
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 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, Boqing Gong
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 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, Ming-Hsuan Yang
International Conference on Learning Representations (ICLR), April, 2020.
PDF code and data
Generalized Convolutional Forest Networks for Domain Generalization and Visual Recognition
Jongbin Ryu, GiTaek Kwon, Ming-Hsuan Yang, Jongwoo Lim
International Conference on Learning Representations (ICLR), 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, Ming-Hsuan Yang
IEEE Winter Conference on Applications of Computer Vision (WACV), March, 2020.
PDF code and data
Fast Video Multi-Style Transfer
Wei Gao, Yijun Li, Yihang Yin, Ming-Hsuan Yang
IEEE Winter Conference on Applications of Computer Vision (WACV), 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, Ming-Hsuan Yang
IEEE Winter Conference on Applications of Computer Vision (WACV), March, 2020.
PDF code and data
Visual Question Answering on 360° Images
Shih-Han Chou, Wei-Lun Chao, Wei-Sheng Lai, Min Sun, Ming-Hsuan Yang
IEEE Winter Conference on Applications of Computer Vision (WACV), March, 2020.
PDF code and data
Adversarial Learning of Privacy-Preserving and Task-Oriented Representations
Taihong Xiao, Yi-Hsuan Tsai, Kihyuk Sohn, Manmohan Chandraker, Ming-Hsuan Yang
National Conference on Artificial Intelligence (AAAI), 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, Ming-Hsuan Yang
Advances in Neural Information Processing Systems (NeurIPS), December, 2019.
PDF code and dataset
Quadratic Video Interpolation
Xiangyu Xu, Li Si-Yao, Wenxiu Sun, Qian Yin, Ming-Hsuan Yang
Advances in Neural Information Processing Systems (NeurIPS), 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, Jan Kautz
Advances in Neural Information Processing Systems (NeurIPS), December, 2019.
PDF code and dataset
Self-Supervised Audio Spatialization with Correspondence Classifier
Yu-Ding Lu, Hsin-Ying Lee, Hung-Yu Tseng, Ming-Hsuan Yang
IEEE International Conference on Image Processing (ICIP), pp. 3347-3351, September, 2019.
PDF demo
A Top-Down Unified Framework for Instance-level Human Parsing
Haifang Qin, Weixiang Hong, Wei-Chih Hung, Yi-Hsuan Tsai, Ming-Hsuan Yang
British Machine Vision Conference (BMVC), 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, Jan Kautz
British Machine Vision Conference (BMVC), 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, Ming-Hsuan Yang
British Machine Vision Conference (BMVC), 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, Jan Kautz
British Machine Vision Conference (BMVC), 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, Jan Kautz
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2019.
PDF supplementary material code and dataset
Learning Linear Transformations for Fast Image and Video Style Transfer
Xueting Li, Sifei Liu, Jan Kautz, Ming-Hsuan Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 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), June, 2019.
PDF code and dataset
CrDoCo: Pixel-level Domain Transfer with Cross-Domain Consistency
Yun-Chun Chen, Yen-Yu Lin, Ming-Hsuan Yang, Jia-Bin Huang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2019.
PDF code and data
Im2Pencil: Controllable Pencil Illustration from Photographs
Yijun Li, Chen Fang, Aaron Hertzmann, Eli Shechtman, Ming-Hsuan Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2019.
PDF code and dataset
Spatially Variant Linear Representation Models for Joint Filtering
Jinshan Pan, Jiangxin Dong, Jimmy Ren, Liang Lin, Jinhui Tang, Ming-Hsuan Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 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, Ming-Hsuan Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2019.
PDF supplementary material code and data
Target-Aware Deep Tracking
Xin Li, Chao Ma, Baoyuan Wu, Zhenyu He, Ming-Hsuan Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2019.
PDF supplementary material code and data
Depth-Aware Video Frame Interpolation
Wenbo Bao, Wei-Sheng Lai, Chao Ma, Xiaoyun Zhang, Zhiyong Gao, Ming-Hsuan Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2019.
PDF supplementary material code and data
Inserting Videos into Videos
Donghoon Lee, Tomas Pfister, Ming-Hsuan Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 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, Li Fei-Fei
International Conference on Learning Representations (ICLR), May, 2019.
PDF code and data
Learning Attribute-Specific Representations for Visual Tracking
Yuankai Qi, Shengping Zhang, Weigang Zhang, Li Su, Qingming Huang, Ming-Hsuan Yang
National Conference on Artificial Intelligence (AAAI), 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, Jan Kautz
IEEE Winter Conference on Applications of Computer Vision (WACV), 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, David Noelle
IEEE Winter Conference on Applications of Computer Vision (WACV), 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, Ming-Hsuan Yang
Advances in Neural Information Processing Systems (NeurIPS), December, 2018.
PDF code and dataset
Deep Attentive Tracking via Reciprocative Learning
Shi Pu, Yibing Song, Chao Ma, Honggang Zhang, Ming-Hsuan Yang
Advances in Neural Information Processing Systems (NeurIPS ), 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, Jan Kautz
Advances in Neural Information Processing Systems (NeurIPS), 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, Ming-Hsuan Yang
Asian Conference on Computer Vision (ACCV), 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, Ming-Hsuan Yang
Asian Conference on Computer Vision (ACCV), 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, Yen-Yu Lin
Asian Conference on Computer Vision (ACCV), December, 2018.
PDF supplementary material code and dataset
Detecting Anomalous Trajectories via Recurrent Neural Networks
Cong Ma, Zhenjiang Miao, Min Li, Shaoyue Song, Ming-Hsuan Yang
Asian Conference on Computer Vision (ACCV), 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, Jian Sun
European Conference on Computer Vision (ECCV), September, 2018.
PDF code and dataset
Real-Time Blind Video Temporal Consistency
Wei-Sheng Lai, Jia-Bin Huang, Oliver Wang, Eli Shechtman, Ersin Yumer, Ming-Hsuan Yang
European Conference on Computer Vision (ECCV), 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, Ming-Hsuan Yang
European Conference on Computer Vision (ECCV), September, 2018.
PDF code and dataset
Learning to Blend Photos
Wei-Chih Hung, Jianming Zhang, Xiaohui Shen, Zhe Lin, Joon-Young Lee, Ming-Hsuan Yang
European Conference on Computer Vision (ECCV), 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), 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), 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), 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), 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, Ming-Hsuan Yang
European Conference on Computer Vision (ECCV), 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, Ming-Hsuan Yang
European Conference on Computer Vision (ECCV), 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, Ming-Hsuan Yang
European Conference on Computer Vision (ECCV), September, 2018.
PDF code and dataset
Learning Data Terms for Image Deblurring
Jiangxin Dong, Jinshan Pan, Deqing Sun, Zhixun Su, Ming-Hsuan Yang
European Conference on Computer Vision (ECCV), September, 2018.
PDF supplementary material code and dataset
DFT-based Transformation Invariant Pooling Layer for Visual Classification
Jongbin Ryu, Ming-Hsuan Yang, Jongwoo Lim
European Conference on Computer Vision (ECCV), September, 2018.
PDF supplementary material code and dataset
Deep Regression Tracking with Shrinkage Loss
Xiankai Lu, Chao Ma, Bingbng Ni, Xiaokang Yang, Ian Reid, Ming-Hsuan Yang
European Conference on Computer Vision (ECCV), 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, Ming-Hsuan Yang
British Machine Vision Conference (BMVC), 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, Ming-Hsuan Yang
British Machine Vision Conference (BMVC), 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, Ming-Hsuan Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 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, Jan Kautz
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 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, Jan Kautz
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 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, Jan Kautz
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 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, Ming-Hsuan Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 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, Ming-Hsuan Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 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, Ming-Hsuan Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2018.
PDF code and dataset
PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection
Nian Liu, Junwei Han, Ming-Hsuan Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 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, Ming-Hsuan Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 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, Ming-Hsuan Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2018.
PDF code and dataset
Learning to Localize Sound Source in Visual Scenes
Arda Senocak, Junsik Kim, Tae-Hyun Oh, Ming-Hsuan Yang, In So Kweon
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2018.
PDF code and dataset
Learning Spatial-Temporal Regularized Correlation Filters for Visual Tracking
Feng Li, Cheng Tian, Wangmeng Zuo, Lei Zhang, Ming-Hsuan Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 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, Manmohan Chandraker
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2018.
PDF code and dataset
Correlation Tracking via Joint Discrimination and Reliability Learning
Chong Sun, Dong Wang, Huchuan Lu, Ming-Hsuan Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2018.
PDF code and dataset
Deep Semantic Face Deblurring
Ziyi Shen, Wei-Sheng Lai, Tingfa Xu, Jan Kautz, Ming-Hsuan Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2018.
PDF code and dataset
Learning Spatial-Aware Regressions for Visual Tracking
Chong Sun, Dong Wang, Huchuan Lu, Ming-Hsuan Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2018.
PDF code and dataset
Weakly Supervised Coupled Networks for Visual Sentiment Analysis
Jufeng Yang, Dongyu She, Yu-Kun Lai, Paul Rosin, Ming-Hsuan Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2018.
PDF code and dataset
Learning Video-Story Composition via Recurrent Neural Network
Guangyu Zhong, Yi-Hsuan Tsai, Sifei Liu, Zhixun Su, Ming-Hsuan Yang
IEEE Winter Conference on Applications of Computer Vision (WACV), March, 2018.
PDF code and dataset
Retrieving and Classifying Affective Images via Deep Metric Learning
Jufeng Yang, Dongyu She, Yu-Kun Lai, Ming-Hsuan Yang
National Conference on Artificial Intelligence (AAAI), 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, Jan Kautz
National Conference on Artificial Intelligence (AAAI), February, 2018.
PDF code and data

2017

Semi-Supervised Learning for Optical Flow with Generative Adversarial Networks
Wei-Sheng Lai, Jia-Bin Huang, Ming-Hsuan Yang
Advances in Neural Information Processing Systems (NIPS), pp.353-363, December, 2017.
PDF code and dataset
Universal Style Transfer via Feature Transforms
Yijun Li, Chen Fang, Jimei Yang, Zhaowen Wang, Xin Lu, Ming-Hsuan Yang
Advances in Neural Information Processing Systems (NIPS), pp.385-395, December, 2017.
PDF code and dataset
Learning Affinity via Spatial Propagation Networks
Sifei Liu, Shalini De Mello, Jinwei Gu, Guangyu Zhong, Ming-Hsuan Yang, Jan Kautz
Advances in Neural Information Processing Systems (NIPS), pp.1519-1529, December, 2017.
PDF code and dataset
SegFlow: Joint Learning for Video Object Segmentation and Optical Flow
Jingchun Cheng, Yi-Hsuan Tsai, Shengjin Wang, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, Shao-Yi Chien
ACM Symposium on User Interface Software and Technology (UIST), 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, Ming-Hsuan Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 1628-1636, Las Vegas, June, 2016.
Best Paper Finalist
PDF code and dataset
Soft-Segmentation Guided Object Motion Deblurring
Jinshan Pan, Zhe Hu, Zhixun Su, Hsin-Ying Lee, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, Ming-Hsuan Yang
SPIE: Image and Signal Processing (SPIE), San Diego, August, 2011.
PDF Results
Online Multiple Support Instance Tracking
Qiuhong Zhou, Huchuan Lu, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, Stefano Soatto
Advances in Neural Information Processing Systems (NIPS), B. Scholkopf, J. Platt, T. Hofmann (eds), MIT Press, 2007.
PDF
Dynamic Texture Synthesis as Nonlinear Manifold Learning and Traversing
Che-Bin Liu, Ruei-Sung Lin, Narendra Ahuja, 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, 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, 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, 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, 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, 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, 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, Ming-Hsuan Yang
Advances in Neural Information Processing Systems (NIPS), L. Saul, Y. Weiss, 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, Ming-Hsuan Yang
Advances in Neural Information Processing Systems (NIPS), L. Saul, Y. Weiss, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, Narendra Ahuja
IEEE International Conference on Automatic Face and Gesture Recognition (FG), pp. 10-15, Nara, Japan, April, 1998.
PDF

Ming-Hsuan Yang: Publications

Last Update: 07/06/24

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