PUBLICATIONS
Google Scholar Citations

[Book Chapters]        [Journal Papers]       [Conference Papers]       [Dissertations]       [Patents]

Books and Book Chapters
  1. Jiang Wang, Zicheng Liu and Ying Wu, "Human Action Recognition with Depth Cameras, Springer, 2014, ISBN 978-3-319-04561-0
    2.  
  2. Ming Yang and Ying Wu, "Context-aware and Attentional Visual Tracking", VDM Verlag Dr. Muller, 2010, ISBN: 978-3-639-24303-1.
    3.  
  3. Ying Wu, John Y. Lin and Thomas S. Huang, "Visual Hand Gesture Analysis and Synthesis", in Army Research Lab. Computer Science Hanbook, 2000.
    4.  
  4. Qi Tian, Ying Wu, Jerry Yu and Thomas S. Huang, "Self-Supervised Learning Based on Discriminative Nonlinear Features and Its application for Image Retrieval", in Managing Multimedia Semantics, edited by Uma Srinivasan and Surya Nepal, ICT Centre CSIRO, Australia, by Idea Group, Inc., 2004.
    5.  
  5. Junsong Yuan and Ying Wu, "Common Pattern Discovery in Multimedia Data Mining", in Encyclopedia of Data Warehousing and Mining (2nd Edition), Edited by J. Wang, Idea Group Inc., 2008
Journal Papers
  1. Jianxiong Zhou and Ying Wu, "Outlier-Probability-Based Feature Adaptation for Robust Unsupervised Anomaly Detection on Contaminated Training Data", IEEE Trans. on Circuits and Systems for Video Technology, vol.34, no.10, pp.10023-10035, Oct. 2024.
    2.  
  2. Jianxiong Zhou and Ying Wu, "Micro-expression Spotting With a Novel Wavelet Convolution Magnification Network in Long Videos", Pattern Recognition Letters, vol. 178, pp. 130-137, 2024
    3.  
  3. Jiahuan Zhou, Bing Su and Ying Wu, "Discriminative Self-Paced Group-Metric Adaptation for Online Visual Identification", IEEE Trans. on Pattern Analysis and Machine Intelligence, 2022.
    4.  
  4. Bing Su and Ying Wu, "Learning Meta-Distance for Sequences by Learning a Ground Metric via Virtual Sequence Regression", IEEE Trans. on Pattern Analysis and Machine Intelligence, 2022.
    5.  
  5. Bo Wang, Chunfeng Yuan, Bing Li, Xinmiao Ding, Zeya Li, Ying Wu and Weiming Hu, "Multi-Scale Low-Discriminative Feature Reactivation for Weakly Supervised Object Localization", IEEE Trans. on Image Processing, 2021.
    6.  
  6. Bing Su, Jiahuan Zhou, Ji-Rong Wen and Ying Wu, "Linear and Deep Order-Preserving Wasserstein Discriminant Analysis", IEEE Trans. on Pattern Analysis and Machine Intelligence, 2021.
    7.  
  7. Xu Zou, Peng Xiao, Jianhui Wang, Luxin Yan, Sheng Zhong and Ying Wu, "Towards Unconstrained Facial Landmark Detection Robust to Diverse Cropping Manners", IEEE Trans. on Circuits and Systems for Video Technology, 2020,
    8.  
  8. Jiahuan Zhou and Ying Wu, "Learning Visual Instance Retrieval from Failure: Efficient Online Local Metric Adaptation from Negative Samples", IEEE Trans. on Pattern Analysis and Machine Intelligence, 2019.
    9.  
  9. Bing Su and Ying Wu, "Learning Low-Dimensional Temporal Representations with Latent Alignments", IEEE Trans. on Pattern Analysis and Machine Intelligence, 2019.
    10.  
  10. Gaofeng Meng, Chunhong Pan, Shiming Xiang and Ying Wu, "Baselines Extraction from Curved Document Images via Slope Fields Recovery", IEEE Trans. on Pattern Analysis and Machine Intelligence, 2018.
    11.  
  11. Xinzhao Li, Yuanqi Su, Yuehu Liu and Ying Wu, "Active Target Tracking: A Simplified View Aligning Method for Binocular Camera Model", Computer Vision and Image Understanding, Vol.175, pp.11-23, Oct., 2018.
    12.  
  12. Ziyi Liu, Le Wang, Gang Hua, Zhenxing Niu, Ying Wu, and Nanning Zhen, "Joint Video Object Discovery and Segmentation by Coupled Dynamic Markov Networks", IEEE Trans. on Image Processing, 2018.
    13.  
  13. Bing Su, Xiaoqing Ding, Changsong Liu and Ying Wu, "Heteroscedastic Max-min Distance Analysis for Dimensionality Reduction", IEEE Trans. on Image Processing, 2018.
    14.  
  14. Bing Su, Jiahuan Zhou, Xiaoqing Ding and Ying Wu, "Unsupervised Hierarchical Dynamic Parsing and Encoding for Action Recognition", IEEE Trans. on Image Processing, 2017,
    15.  
  15. Bing Su, Xiaoqing Ding, Changsong Liu, Hao Wang and Ying Wu, "Discriminative Transformation for Multi-dimensional Temporal Sequences", IEEE Trans. on Image Processing, 2017.
    16.  
  16. Bing Su, Xiaoqing Ding, Hao Wang and Ying Wu, "Discriminative Dimensionality Reduction for Multi-Dimensional Sequences", IEEE Trans. on Pattern Analysis and Machine Intelligence, Vol.39, 2017.
    17.  
  17. Wei Tang, Zhenwei Shi, Ying Wu and Changshui Zhang, "Sparse Unmixing of Hyperspectral Data Using Spectral A Priori Information", IEEE Trans. on Geoscience and Remote Sensing, Vol.53, No.2, 2015.
    18.  
  18. Wei Tang, Zhenwei Shi and Ying Wu, "Regularized Simultaneous Forward-backward Greedy Algorithm for Sparse Unmixing of Hyperspectral Data", IEEE Trans. on Geoscience and Remote Sensing, Vol.52, No.9, 2014.
    19.  
  19. Zhenyu An, Zhenwei Shi, Ying Wu and Changshui Zhang, "A Novel Unsupervised Approach to Discovering Regions of Interest in Traffic Images", Pattern Recognition, Vol.48, No.8, pp.2581-2591, 2015,
    20.  
  20. Hongxing Wang, Junsong Yuan and Ying Wu, "Context-Aware Discovery of Visual Co-occurrence Patterns", IEEE Trans. on Image Processing, 2014.
    21.  
  21. Xiaohui Shen, Zhe Lin, Jonathan Brandt and Ying Wu, "Spatially-Constrained Similarity Measure for Large-Scale Object Retrieval", IEEE Trans. on Pattern Analysis and Machine Intelligence, 2013.
    22.  
  22. Jiang Wang, Zicheng Liu and Ying Wu, "Learning Actionlet Ensemble for 3D Human Action Recognition", IEEE Trans. on Pattern Analysis and Machine Intelligence, 2013.
    23.  
  23. Ilya Mikhelson, Philip Lee, Alan Sahakian, Ying Wu and Aggelos K. Katsaggelos, "Automatic, Fast, Online Calibration between Depth and Color Cameras", Journal of Visual Communication and Image Representation, Vol.25, No.1, pp.218-226, 2014.
    24.  
  24. Jialue Fan, Xiaohui Shen and Ying Wu, "What are We Tracking: A Unified Approach of Tracking and Recognition", IEEE Trans. on Image Processing, 2013.
    25.  
  25. Heng Su, Nan Jiang, Ying Wu and Jie Zhou, "Single Image Super-resolution Based on Space Structure Learning", Pattern Recognition Letter, 2013.
    26.  
  26. Jialue Fan, Xiaohui Shen and Ying Wu, "Scribble Tracker: A Matting-based Approach for Robust Tracking", IEEE Trans. on Pattern Analysis and Machine Intelligence, 2012.
    27.  
  27. Xiaohui Shen Gang Hua, Lance Williams and Ying Wu, "Dynamic Hand Gesture Recognition: An Exemplar-based Approach from Motion Divergence Fields", Image and Vision Computing special issue on Best of FG'2011, 2012.
    28.  
  28. Heng Su, Ying Wu and Jie Zhou, "Super-resolution without Dense Flow ", IEEE Trans. on Image Processing, 2012.
    29.  
  29. Heng Su, Liang Tang, Ying Wu, Daniel Tretter and Jie Zhou , "Spatially Adaptive Block-based Super-resolution", IEEE Trans. on Image Processing, 2012.
    30.  
  30. Junsong Yuan, Gangqiang Zhao, Yun Fu, Zhu Li, Aggelos K. Katsaggelos and Ying Wu, "Discovering Thematic Objects in Images and Videos: a Bottom-up Approach", IEEE Trans. on Image Processing, 2012.
    31.  
  31. Nan Jiang, Heng Su, Wenyu Liu and Ying Wu, "Discriminative Metric Preservation for Tracking Low Resolution Targets", IEEE Trans. on Image Processing, 2012.
    32.  
  32. Gangqiang Zhao, Junsong Yuan, Jiang Xu and Ying Wu, "Discovery of the Thematic Object in Commercial Videos", IEEE Multimedia Magazine, 2011.
    33.  
  33. Junsong Yuan and Ying Wu, "Mining Visual Collocation Patterns via Self-Supervised Subspace", IEEE Trans. on Systems, Man, and Cybernetics: Part B, 2012.
    34.  
  34. Junsong Yuan, Zicheng Liu and Ying Wu, "Discriminative Video Pattern Search for Efficient Action Detection", IEEE Trans. on Pattern Analysis and Machine Intelligence, 2011.
    35.  
  35. Nan Jiang, Wenyu Liu and Ying Wu, "Learning Adaptive Metric for Robust Visual Tracking", IEEE Trans. on Image Processing, Vol.13, Feb. 2011.
    36.  
  36. Jiang Xu, Junsong Yuan and Ying Wu, "Learning Spatio-Temporal Dependency of Local Patches for Complex Motion Segmentation", Computer Vision and Image Understanding, 2011.
    37.  
  37. Jie Zhou, Dingrui Wan and Ying Wu, "Chameleon-like Binocular Vision System for Visual Surveillance", IEEE Signal Processing Magazine, Vol.27, No.5, pp.91-101, Sept. 2010.
    38.  
  38. Jialue Fan, Wei Xu, Ying Wu and Yihong Gong, "Human Tracking Using Convolutional Neural Networks", IEEE Trans. on Neural Networks, Vol.21, No.10, pp.1610-1623, October 2010.
    39.  
  39. Junsong Yuan, Jiebo Luo and Ying Wu, "Mining Compositional Features from GPS and Visual Cues for Event Recognition in Photo Collections", IEEE Trans. on Multimedia, Vol.12, No.7, pp.705-716, November 2010.
    40.  
  40. Ming Yang, James Crenshaw, Bruce Augustine, Russell Mareachen and Ying Wu. "Adaboost-based Face Detection for Embedded Systems", Computer Vision and Image Understanding, Vol.114, No.11, pp.1116-1125, November 2010.
    41.  
  41. Ming Yang, Zhimin Fan, Jialue Fan and Ying Wu, "Tracking Non-stationary Visual Appearances by Data-driven Adaptation", IEEE Trans. on Image Processing, vol.18, no.7, pp.1633-1644, July 2009.   [PDF]
    42.  
  42. Hongbo Jiang, Wenping Liu, Dan Wang, Chen Tian, Xiang Bai, Xue Liu, Ying Wu and Wenyu Liu, "Connectivity-Based Skeleton Extraction in Wireless Sensor Networks", IEEE Trans. Parallel Distributed Systems, Vol.21, No.5, pp.710-721, May 2010.
    43.  
  43. Ming Yang, Gang Hua and Ying Wu, "Context-Aware Visual Tracking", IEEE Trans. on Pattern Analysis and Machine Intelligence, vol.31, No.7, pp.1195-1209, July 2009   [PDF]
    44.  
  44. Shengyang Dai, Mei Han,Wei Xu, YingWu, Yihong Gong and Aggelos K. Katsaggelos, "Softcut: A Soft Edge Smoothness Prior for Color Image Super Resolution", IEEE Trans. on Image Processing, vol.18, No.5, pp.969-981, May 2009   [PDF]
    45.  
  45. Fan Jiang, Ying Wu and Aggelos K. Katsaggelos, "A Dynamic Hierarchical Clustering Method for Trajectory-Based Unusual Video Event Detection", IEEE Trans. on Image Processing, vol.18, No.4, pp.907-913, April 2009   [PDF]
    46.  
  46. Junsong Yuan, Jingjing Meng, Ying Wu and Jiebo Luo, "Mining Recurring Events through Forest Growing", IEEE Trans. on Circuits and Systems for Video Technology, vol.18, no.11, pp.1597-1607, Nov. 2008   [PDF]
    47.  
  47. Yun Fu, Zhu Li, Junsong Yuan, Ying Wu, and Thomas S. Huang, "Locality vs. Globality: Query-Driven Localized Linear Models for Facial Image Computing", IEEE Transactions on Circuits and Systems for Video Technology, vol.18, no.12, pp.1741-1752, Dec. 2008   [PDF]
    48.  
  48. Zhimin Fan, Ming Yang and Ying Wu, "Multiple Collaborative Kernel Tracking", IEEE Trans. on Pattern Analysis and Machine Intelligence, vol.29, No.7, pp.1268-1273, July 2007   [PDF]
    49.  
  49. Gang Hua and Ying Wu, "A Decentralized Probabilistic Approach to Articulated Body Tracking", Journal of Computer Vision and Image Understanding, vol. 108, no. 3, pp. 272-283, Dec. 2007   [PDF]
    50.  
  50. Gang Hua, Zicheng Liu, Zhengyou Zhang and Ying Wu, "Iterative Local-Global Energy Minimization for Automatic Extraction of Objects of Interest", IEEE Trans. on Pattern Analysis and Machine Intelligence, vol.28, No.10, pp.1701-1706, Oct. 2006   [PDF]
    51.  
  51. Ying Wu and Ting Yu, "A Field Model for Human Detection and Tracking", IEEE Trans. on Pattern Analysi s and Machine Intelligence, Vol.28, No.5., pp.753-765, May 2006. [PDF]
    52.  
  52. Zhimin Fan, Jie Zhou and Ying Wu, "Inference of Multiple Subspaces from High Dimensional Data Using Oriented-Frames with Application to Multibody Grouping", IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol.28, No.1, pp.90-105, Jan. 2006. [PDF]
    53.  
  53. Ying Wu, John Lin and Thomas S. Huang, "Analyzing and Capturing Articulated Hand Motion in Image Sequences", IEEE Trans. on Pattern Analysis and Machine Intelligence, Vol.27, No.12, pp.1910-1922, Dec. 2005.  [PDF]
    54.  
  54. Gang Hua and Ying Wu, "Variational Maximum a Posteriori by Annealed Mean Field Analysis", IEEE Trans. on Pattern Analysis and Machine Intelligence, Vol.27, No.11, pp.1747-1781, Nov. 2005.  [PDF]
    55.  
  55. Gang Hua and Ying Wu, "Sequential Mean Field Variational Analysis of Structured Deformable Shapes", Computer Vision and Image Understanding, Vol.101, No.2., pp.87-99, Feb. 2006. [PDF]
    56.  
  56. Ying Wu and Thomas S. Huang, "Robust Visual Tracking by Integrating Multiple Cues Based on Co-Inference Learning", Int'l Journal Computer Vision, vol.58, No.1, June 2004.  [PDF]
    57.  
  57. Qi Tian, Ying Wu, Jerry Yu and Thomas S. Huang, "Self-Supervised Learning Based on Discriminative Nonlinear Features and Its Applications for Pattern Classification", Pattern Recognition, Vol.38, No.6, 2005.  [PDF]
    58.  
  58. Ying Wu and Thomas S. Huang, "Towards Self-Exploring Discriminating Features for Visual Learning", Journal of Engineering Application on Artificial Intelligence, Vol.15, pp.139-150,2002. [PDF]
    59.  
  59. Ying Wu and Thomas S. Huang, "Non-stationary Color Tracking for Vision-based Human Computer Interaction", IEEE Trans. on Neural Networks, Vol.13, No.4, July, pp.948-960, 2002.  [PDF]
    60.  
  60. Ying Wu and Thomas S. Huang, "Human Hand Modeling, Analysis and Animation in the Context of Human Computer Interaction", IEEE Signal Processing Magazine, Special issue on Immersive Interactive Technology. Vol.18, No.3, May, pp.51-60, 2001.  [PDF]
    61.  
  61. Ying Wu and Pingfan Yan, "A Study on Structured Adapting Self-organizing Neural Network", Acta-Electronica-Sinica, Vol.27, pp.55-58, 1999.
    62.  
  62. Yuxing Yang, Ying Wu, et al, "The Portable Emergency ECG Monitor based on Graphic LCD", Chinese Journal of Medical Instrumentation, Vol.19, No.2, pp.67-72, 1996.
Conference Papers [2025] [2024] [2023] [2022] [2021] [2020] [2019] [2018][2017] [2016][2015] [2014][2013][2012] [2011][2010] [2009][2008] [2007][2006][2005][2004][2003][2002][2001][2000][1999][1998]

     

    2025
     
  1. Yunxuan Li, Lei Fan, Xiaoying Xing, Jianxiong Zhou and Ying Wu, "GPVK-VL:Geometry-Perserving Virtual Keyframes for Visual Localization under Large Viewpoint Changes", in IEEE/CVF Conf. on Computer Vision and Pattern Recogniton (CVPR'25), Nashville, TN, June 2025.
    2.  
  2. Mingfu Liang, Jianhuan Zhou, Xu Zou and Ying Wu, "Incremental Object Keypoint Learning", in IEEE/CVF Conf. on Computer Vision and Pattern Recogniton (CVPR'25), Nashville, TN, June 2025.

    3.  

    2024
     
  3. Xiaoying Xing, Peixi Xiong, Lei Fan, Yunxuan Li and Ying Wu, "Learning to Ask Denotative and Connotative Questions for Knowledge-based VQA", in Empirical Methods in Natural Language Processing (EMNPL'24), Miami, FL, Nov. 2024.
    4.  
  4. Lei Fan, Jianxiong Zhou, Xiaoying Xing and Ying Wu, "Active Open-Vocabulary Recognition: Let Intelligent Moving Mitigate CLIP Limitations", in IEEE/CVF Conf. on Computer Vision and Pattern Recognition (CVPR'24), Seattle, WA, June 2024.
    5.  
  5. Lei Fan, Mingfu Liang, Yunxuan Li, Gang Hua and Ying Wu, "Evidential Active Recognition: Intelligent and Prudent Open-World Embodied Perception", in IEEE/CVF Conf. on Computer Vision and Pattern Recognition (CVPR'24), Seattle, WA, June 2024.
    6.  
  6. Mingfu Liang, Jong-Chyi Su, Samuel Schulter, Sparsh Garg, Shiyu Zhao, Ying Wu and Manmohan Chandraker, "AIDE: An Automatic Data Engine for Object Detection in Autonomous Driving", in IEEE/CVF Conf. on Computer Vision and Pattern Recognition (CVPR'24), Seattle, WA, June 2024.

    7.  

    2023
     
  7. Xiaoying Xing, Mingfu Liang and Ying Wu, "TOA: Task-oriented Active VQA", in Neural Information Processing Systems (NeurIPS'23), New Orleans, LA, Dec., 2023.
    8.  
  8. Lei Fan, Bo Liu, Haoxiang Li, Ying Wu and Gang Hua, "Flexible Visual Recognition by Evidential Modeling of Confusion and Ignorance", in IEEE/CVF Int'l Conf. on Computer Vision (ICCV'23), Paris, France, Oct., 2023.
    9.  
  9. Hai Zhu, Huayi Zhan, Hong Cheng and Ying Wu, "Emotional Voice Conversion with Semi-Supervised Generative Modeling", in INTERSPEECH Conference (INTERSPEECH'23), Dublin, Ireland, Aug., 2023.
    10.  
  10. Lei Fan and Ying Wu, "Avoiding Lingering in Learning Active Recognition by Adversarial Disturbance", in IEEE/CVF Winter Conference on Applications of Computer Vision (WACV'23), Waikoloa, Hawaii, Jan. 2023.
    11.  
  11. Jianxiong Zhou and Ying Wu, "Temporal Feature Enhancement Dilated Convolution Network for Weakly-supervised Temporal Action Localization", in IEEE/CVF Winter Conference on Applications of Computer Vision (WACV'23), Waikoloa, Hawaii, Jan. 2023.

    12.  

    2022
     
  12. Lei Fan, Yunxuan Li, Chen Jiang and Ying Wu, "Unsupervised Depth Completion and Denoising for RGB-D Sensors", in IEEE Int'l Conf. on Robotics and Automation (ICRA'22), Philadelphia, PA, May 2022.
    13.  
  13. Mingfu Liang, Jiahuan Zhou, Wei Wei and Ying Wu, "Balancing between Forgetting and Acquisition in Incremental Subpopulation Learning", in European Conf. on Computer Vision (ECCV'22), Tel Aviv, Israel, Oct. 2022.

    14.  

    2021
     
  14. Lei Fan, Wei Wei, Peixi Xiong and Ying Wu, "FLAR: A Unified Prototype Framework for Few-sample Lifelong Active Recognition" in IEEE Int'l Conf. on Computer Vision (ICCV'21), Oct. 2021.
    15.  
  15. Xiangyun Zhao, Xu Zou and Ying Wu, "Morphable Detector for Object Detection on Demand" in IEEE Int'l Conf. on Computer Vision (ICCV'21), Oct. 2021.
    16.  
  16. Xiangyun Zhao, Raviteja Vemulapalli, Philip Mansfield, Boqing Gong, Bradley Green, Lior Shapira and Ying Wu, "Contrastive Learning for Label Efficient Semantic Segmentation" in IEEE Int'l Conf. on Computer Vision (ICCV'21), Oct. 2021.

    17.  

    2020
     
  17. Xiangyun Zhao, Samuel Schulter, Gaurav Sharma, Yi-Hsuan Tsai, Manmohan Chandraker, and Ying Wu, "Object Detection with a Unified Label Space from Multiple Datasets", in European Conference on Computer Vision (ECCV'20), Glasgow, UK, August, 2020.
    18.  
  18. Peixi Xiong and Ying Wu, "TA-Student VQA: Multi-Agents Training by Self-Questioning", in IEEE/CVF Conf. on Computer Vision and Pattern Recognition (CVPR'20), Seattle, WA June, 2020.
    19.  
  19. Jiahuan Zhou, Bing Su and Ying Wu, "Online Joint Multi-Metric Adaptation from Frequent Sharing-Subset Mining for Person Re-Identification", in IEEE/CVF Conf. on Computer Vision and Pattern Recognition (CVPR'20), Seattle, WA June, 2020.
    20.  
  20. Yansong Tang, Zanlin Ni, Jiahuan Zhou, Danyang Zhang, Jiwen Lu, Ying Wu and Jie Zhou, "Uncertainty-aware Score Distribution Learning for Action Quality Assessment", in IEEE/CVF Conf. on Computer Vision and Pattern Recognition (CVPR'20), Seattle, WA June, 2020.

    21.  

    2019
     
  21. Bing Su, Jiahuan Zhou, and Ying Wu, "Order-preserving Wasserstein Discriminant Analysis", in IEEE Int'l Conf. on Computer Vision (ICCV'19), Seoul, Korea, Oct. 2019.
    22.  
  22. Xu Zou, Sheng Zhong, Luxin Yan, Xiangyun Zhao, Jiahuan Zhou, and Ying Wu, "Learning Robust Facial Landmark Detection via Hierarchical Structured Ensemble", in IEEE Int'l Conf. on Computer Vision (ICCV'19), Seoul, Korea, Oct. 2019.
    23.  
  23. Xiangyun Zhao, Yi Yang, Feng Zhou, Xiao Tan, Yuchen Yuan, Yingze Bao, and Ying Wu, "Recognizing Part Attributes with Insufficient Data", in IEEE Int'l Conf. on Computer Vision (ICCV'19), Seoul, Korea, Oct. 2019.
    24.  
  24. Zhibin Zhong, Chi Zhang, Yuehu Liu and Ying Wu, "VIASeg: Visual Information Assisted Lightweight Point Cloud Segmentation", in IEEE Int'l Conf. on Image Processing (ICIP'19), Taipei, Taiwan, China, Sept., 2019.
    25.  
  25. Bing Su and Ying Wu, "Learning Distance for Sequences by Learning a Ground Metric", in Int'l Conf. on Machine Learning (ICML'19), Long Beach, CA, June, 2019.
    26.  
  26. Wei Tang and Ying Wu, "Does Learning Specific Features for Related Parts Help Human Pose Estimation", in IEEE/CVF Conf. on Computer Vision and Pattern Recognition (CVPR'19), Long Beach, CA, June, 2019.
    27.  
  27. Wei Wei, Deyu Meng, Qian Zhao, Zongben Xu and Ying Wu, "Semi-supervised Transfer Learning for Image Rain Removal", in IEEE/CVF Conf. on Computer Vision and Pattern Recognition (CVPR'19), Long Beach, CA, June, 2019.
    28.  
  28. Peixi Xiong, Huayi Zhan, Xin Wang, Baivab Shinha and Ying Wu, "Visual Query Answering by Entity-Attribute Graph Matching and Reasoning", in IEEE/CVF Conf. on Computer Vision and Pattern Recognition (CVPR'19), Long Beach, CA, June, 2019.

    29.  

    2018
     
  29. Wei Tang, Pei Yu and Ying Wu, "Deeply Learned Compositional Models for Human Pose Estimation", in European Conf. on Computer Vision (ECCV'18), Munich, Germany, Sept., 2018.
    30.  
  30. Xiangyun Zhao, Haoxiang Li, Xiaohui Shen, Xiaodan Liang and Ying Wu, "A Modulation Module for Multi-task Learning with Applications in Image Retrieval", in European Conf. on Computer Vision (ECCV'18), Munich, Germany, Sept., 2018.
    31.  
  31. Gaofeng Meng, Yuanqi Su, Ying Wu, Shiming Xiang and Chunhong Pan, "Exploiting Vector Fields for Geometric Rectification of Distorted Document Images", in European Conf. on Computer Vision (ECCV'18), Munich, Germany, Sept., 2018.
    32.  
  32. Yin Xia, Xu Chen, Hao Ge, Ying Wu and Randall Berry, "Fictitious GAN: Training GANs with Historical Models", in European Conf. on Computer Vision (ECCV'18), Munich, Germany, Sept., 2018.
    33.  
  33. Jiahuan Zhou, Bing Su and Ying Wu, "Easy Identification from Better Constraints: Multi-Shot Person Re-Identification from Reference Constraints", in IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'18), Salt Lake City, UT, June, 2018.
    34.  
  34. Bing Su and Ying Wu, "Learning Low-Dimensional Temporal Representations", in Int'l Conf. on Machine Learning (ICML'18), Stockholm, Sweden, July, 2018.
    35.  
  35. Xinzhao Li, Yuehu Liu, Zeqi Chen, Jiahuan Zhou and Ying Wu, "Fused Discriminative Metric Learning for Low Resolution Pedestrian Detection", in IEEE Int'l Conf. on Image Processing (ICIP'18), Athens, Greece, October 2018.

    36.  

    2017
     
  36. Jiahuan Zhou, Pei Yu, Wei Tang and Ying Wu, "Efficient Online Local Metric Adaptation via Negative Samples for Person Re-Identification", in IEEE Int'l Conf. on Computer Vision (ICCV'17), Venice, Italy, Oct. 2017.
    37.  
  37. Wei Tang, Pei Yu, Jiahuan Zhou and Ying Wu, "Towards a Unified Compositional Model for Visual Pattern Modeling", in IEEE Int'l Conf. on Computer Vision (ICCV'17), Venice, Italy, Oct. 2017.
    38.  
  38. Pei Yu, Jiang Wang and Ying Wu, "Human Action Segmentation Using 3D Fully Convolutional Network", in Proc. British Machine Vision Conference (BMVC'17), London, UK, Sept. 2017.
    39.  
  39. Gaofeng Meng, Kun Yuan, Ying Wu, Shiming Xiang and Chunhong Pan, "Deep Networks for Degraded Document Image Binarization through Pyramid Reconsturction", in IAPR Int'l Conf. on Document Analysis and Recognition (ICDAR'17), Kyoto, Japan, Nov. 2017.

    40.  

    2016
     
  40. Bing Su, Jiahuan Zhou, Xiaoqing Ding, Hao Wang and Ying Wu, "Hierarchical Dynamic Parsing and Encoding for Action Recognition", in Proc. European Conf. on Computer Vision (ECCV'16), Amsterdam, Netherlands, Oct. 2016.
    41.  
  41. Pei Yu, Jiahuan Zhou and Ying Wu, "Learning Reconstruction-based Gaze Estimation", in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'16), Las Vegas, NV, June 2016.
    42.  
  42. Jiahuan Zhou and Ying Wu, "Finding the Right Exemplars for Reconstructing Single Image Super-Resolution", in Proc. IEEE Int'l Conf. on Image Processing (ICIP'16), Phoenix, AZ, Sept. 2016.
    43.  
  43. Yin Xia, Sarfaraz Huessein, Vivek Singh, Matthias John, Ying Wu, and Terence Chen, "Context Region Discovery for Automatic Compensation in Fluoroscopy", in Proc. of Information Processing in Computer Assisted Interventions (IPCAI'16), Heidelberg, Germany, June 2016.

    44.  

    2015
     
  44. Bing Su, Xiaoqing Ding, Changsong Liu and Ying Wu, "Heteroscedastic Max-Min Distance Analysis", in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'15), Boston, MA, June 2015.

    45.  

    2014
     
  45. Jiang Wang, Xiaohan Nie, Yin Xia, Ying Wu and Song-Chun Zhu, "Cross-view Action Modeling, Learning and Recognition", in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'14), Columbus, Ohio, June 2014.
    46.  
  46. Jiang Wang, Yang Song, Thomas Leung, Chuck Rosenberg, Jingbin Wang, James Philbin, Bo Chen and Ying Wu, "Learning Fine-grained Image Similarity with Deep Ranking", in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'14), Columbus, Ohio, June 2014.
    47.  
  47. Nan Jiang and Ying Wu, "Unifying Spatial and Attribute Selection for Distracter-resilient Tracking", in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'14), Columbus, Ohio, June 2014.
    48.  
  48. Jiang Wang, Xiaohan Nie, Yin Xia, Ying Wu, "Mining Discriminative 3D Poselet for Cross-view Action Recognition", in Proc. IEEE Winter Conf. on Applications of Computer Vision (WACV'14), Steamboat Springs, Colorado, March 2014. 

    2013
     
  49. Jiang Wang and Ying Wu, "Learning Maximum Margin Temporal Warping for Action Recognition", in Proc. IEEE Int'l Conf. on Computer Vision (ICCV'13), Sydney, Australia, Dec. 2013.
    50.  
  50. Zhuoyuan Chen and Ying Wu, "Robust Dictionary Learning by Error Source Decomposition", in Proc. IEEE Int'l Conf. on Computer Vision (ICCV'13), Sydney, Australia, Dec. 2013.
    51.  
  51. Xiaohui Shen, Zhe Lin, Jon Brandt and Ying Wu, "Detecting and Aligning Faces by Image Retrieval", in Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR'13), Portland, OR, June 2013.
    52.  
  52. Zhuoyuan Chen, Hailin Jin, Zhe Lin, Scott Cohen and Ying Wu, "Large Displacement Optical Flow from Nearest Neighbor Fields", in Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR'13), Portland, OR, June 2013.

    53.  

    2012
     
  53. Xiaohui Shen, Zhe Lin, Jonathan Brandt and Ying Wu, "Mobile Product Image Search by Automatic Query Object Extraction", in Proc. European Conf. on Computer Vision (ECCV'12), Firenze, Italy, Oct. 2012.
    54.  
  54. Jiang Wang, Zicheng Liu, Jan Chorowski, Zhuoyuan Chen and Ying Wu, "Robust 3D Action Recognition with Random Occupancy Patterns", in Proc. European Conf. on Computer Vision (ECCV'12), Firenze, Italy, Oct. 2012.
    55.  
  55. Xiaohui Shen and Ying Wu, "A Unified Approach to Salient Object Detection via Low Rand Matrix Recovery", in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'12), Providence, RI, June 2012.
    56.  
  56. Xiaohui Shen, Zhe Lin, Jonathan Brandt, Shai Avidan and Ying Wu, "Object Retrieval and Localization with Spatially-constrained Similarity Measure and k-NN re-ranking", in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'12), Providence, RI, June 2012.
    57.  
  57. Jiang Wang, Zicheng Liu, Ying Wu and Junsong Yuan, "Mining Actionlet Ensemble for Action Recognition with Depth Cameras", in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'12), Providence, RI, June 2012.
    58.  
  58. Zhuoyuan Chen and Ying Wu, "Decomposing and Regularizing Sparse/Non-sparse Components for Motion Field Estimation", in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'12), Providence, RI, June 2012.
    59.  
  59. Nan Jiang, Wenyu Liu and Ying Wu, "Order Determination and Sparsity-Regularized Metric Learning for Adaptive Visual Tracking", in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'12), Providence, RI, June 2012.

    60.  

    2011
     
  60. Heng Su, Jie Zhou and Ying Wu, ``Adaptive Incremental Video Super-Resolution with Temporal Consistency", in Proc. of IEEE Int'l Conf. on Image Processing (ICIP'11), Brussels, Belgium, Sept. 2011.
    61.  
  61. Philip Lee and Ying Wu, "Non-local Matting", in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'11), Colorado Springs, CO, June 2011.
    62.  
  62. Nan Jiang, Heng Su, Wenyu Liu and Ying Wu, "Tracking Low Resolution Objects by Metric Preservation", in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'11), Colorado Springs, CO, June 2011.
    63.  
  63. Jiang Wang, Zhuoyuan Chen and Ying Wu, "Action Recognition with Multiscale Spatio-Temporal Contexts", in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'11), Colorado Springs, CO, June 2011.
    64.  
  64. Nan Jiang, Wenyu Liu and Ying Wu, "Adaptive and Discriminative Metric Differential Tracking", in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'11), Colorado Springs, CO, June 2011.
    65.  
  65. Junsong Yuan, Ming Yang and Ying Wu, "Mining Discriminative Co-occurrence Patterns for Visual Recognition", in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'11), Colorado Springs, CO, June 2011.
    66.  
  66. Xiaohui Shen, Gang Hua, Lance Williams and Ying Wu, "Motion Divergence Fields for Dynamic Hand Gesture Recognition", in Proc. IEEE Conf. on Automatic Face and Gesture Recognition (FG'11), Santa Barbara, CA, March 2011.

    67.  

    2010
     
  67. Xiaohui Shen and Ying Wu, "Sparsity Model for Robust Optical Flow Estimation at Motion Discontinuities", in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'10), San Francisco, CA, June 2010.
    68.  
  68. Jialue Fan, Ying Wu and Shengyang Dai, "Discriminative Spatial Attention for Robust Tracking", in Proc. European Conf. on Computer Vision (ECCV'10), Crete, Greece, Sept. 2010
    69.  
  69. Jialue Fan, Xiaohui Shen and Ying Wu, "Closed-loop Adaptation for Robust Tracking", in Proc. European Conf. on Computer Vision (ECCV'10), Crete, Greece, Sept. 2010
    70.  
  70. Jingjing Meng, Junsong Yuan, Yuning Jiang, Nitya Narasimhan, Venu Vasudevan and Ying Wu, "Interactive Visual Object Search Through Mutual Information Maximization", in ACM Multimedia (ACMMM'10), Firenze, Italy, Oct. 2010.
    71.  
  71. Philip G. Lee and Ying Wu, "Gradient Matting", in Proc. IEEE Int'l Conf. on Image Processing (ICIP'10), Hong Kong, Sept. 2010
    72.  
  72. Jiang Xu, Ying Wu and Aggelos K. Katsaggelos, "Part-based Initialization for Hand Tracking", in Proc. IEEE Int'l Conf. on Image Processing (ICIP'10), Hong Kong, Sept. 2010
    73.  
  73. Xiaohui Shen and Ying Wu, "Exploiting Sparsity in Dense Optical Flow", in Proc. IEEE Int'l Conf. on Image Processing (ICIP'10), Hong Kong, Sept. 2010
    74.  
  74. Jialue Fan, Nan Jiang and Ying Wu, "Automatic Video-based Analysis of Animal Behavior", in Proc. IEEE Int'l Conf. on Image Processing (ICIP'10), Hong Kong, Sept. 2010
    75.  
  75. Jiang Xu, Junsong Yuan and Ying Wu, "Bipolar Grouping", in Proc. IEEE Int'l Conf. on Multimedia and Expo (ICME'10), Singapore, July, 2010

    76.  

    2009
     
  76. Jialue Fan, Jiang Xu and Ying Wu, "Context-aware Tracking of Small Targets in Video", in Proc. Conf. on Signal and Data Processing of Small Targets, in SPIE Symposium on Optical Engineering and Applications, San Diego, CA, August 2009. [PDF]
    77.  
  77. Jiang Xu, Junsong Yuan and Ying Wu, "Multimodal Partial Estimates Fusion", in Proc. IEEE Int'l Conf. on Computer Vision (ICCV'09), Kyoto, Japan, Oct. 2009.   [PDF]
    78.  
  78. Ying Wu and Jialue Fan, "Contextual Flow", in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'09), Miami, FL, June 2009.   [PDF]
    79.  
  79. Junsong Yuan, Zicheng Liu and Ying Wu, "Discriminative 3D Subvolume Search for Efficient Action Detection", in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'09), Miami, FL, June 2009.   [PDF]
    80.  
  80. Shengyang Dai and Ying Wu, "Removing Partial Blur in a Single Image", in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'09), Miami, FL, June 2009.  

    81.  

    2008
     
  81. Shengyang Dai and Ying Wu, "Motion from Blur", in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'08), Anchorage, Alaska, June 2008   [PDF]
    82.  
  82. Ming Yang and Ying Wu, "Granularity and Elasticity Adaptation in Visual Tracking", in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'08), Anchorage, Alaska, June 2008   [PDF]
    83.  
  83. Junsong Yuan, Jiebo Luo and Ying Wu, "Mining Compositional Features for Boosting", in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'08), Anchorage, Alaska, June 2008   [PDF]
    84.  
  84. Junsong Yuan and Ying Wu, "Context-aware Clustering", in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'08), Anchorage, Alaska, June 2008   [PDF]
    85.  
  85. Ting Yu, Ying Wu, Nils O. Krahnstoever and Peter H. Tu, "Distributed Data Association and Filtering for Multiple Target Tracking", in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'08), Anchorage, Alaska, June 2008   [PDF]
    86.  
  86. Ming Yang, Qiong Liu, Thea Turner and Ying Wu, "Vital Sign Estimation from Passive Thermal Video", in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'08), Anchorage, Alaska, June 2008   [PDF]
    87.  
  87. Jingjing Meng, Junsong Yuan, Mat Hans and Ying Wu, "Mining Motifs from Human Motion", in EuroGraphics'08, Crete, Greece, April 2008   [PDF]
    88.  
  88. Fan Jiang, Ying Wu and Aggelos K. Katsaggelos, "Abnormal Event Detection Based on Trajectory Clustering by 2-Depth Greedy Search", in IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'08), Las Vegas, NV, pp.2129-2132, March 2008   [PDF]
    89.  
  89. Yan Gao, Ming Yang, Xiaonan Zhao, Bryan Pardo, Ying Wu, Thrasyvoulos Pappas and Alok Choudhary, "Image Spam Hunter", in IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'08), Las Vegas, NV, pp.1765-1768, March 2008   [PDF]
    90.  
  90. Shengyang Dai and Ying Wu, "Estimating Space-Variant Motion Blur Without Deblurring", in IEEE Int'l Conf. on Image Processing (ICIP'08) San Diego, CA, Oct. 2008   [PDF]
    91.  
  91. Jialue Fan, Ming Yang and Ying Wu, "A Bi-Subspace Model for Robust Visual Tracking", in IEEE Int'l Conf. on Image Processing (ICIP'08) San Diego, CA, Oct. 2008   [PDF]

    92.  

    2007
     
  92. Ming Yang, Ting Yu and Ying Wu, "Game-Theoretic Multiple Target Tracking", in Proc. IEEE Int'l Conf. on Computer Vision (ICCV'07), Rio de Janeiro, Brazil, Oct. 2007   [PDF]
    93.  
  93. Junsong Yuan and Ying Wu, "Spatial Random Partition for Common Visual Pattern Discovery", in Proc. IEEE Int'l Conf. on Computer Vision (ICCV'07), Rio de Janeiro, Brazil, Oct. 2007   [PDF]
    94.  
  94. Shengyang Dai, Mei Han, Wei Xu, Ying Wu and Yihong Gong, "Soft Edge Smoothness Prior for Alpha Channel Super Resolution", in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'07), Minneapolis, MN, June 2007   [PDF]
    95.  
  95. Ming Yang, Junsong Yuan and Ying Wu, "Spatial Selection for Attentional Visual Tracking", in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'07), Minneapolis, MN, June 2007   [PDF]
    96.  
  96. Shengyang Dai, Ming Yang, Ying Wu and Aggelos Katsaggelos, "Detector Ensemble", in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'07), Minneapolis, MN, June 2007   [PDF]
    97.  
  97. Junsong Yuan, Ying Wu and Ming Yang, "Discovery of Collocation patterns: from Visual Words to Visual Phrases", in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'07), Minneapolis, MN, June 2007   [PDF]
    98.  
  98. Junsong Yuan, Ming Yang and Ying Wu, "From Frequent Itemsets To Semantically Meaningful Visual Patterns", in Proc. ACM Int'l Conf. on Knowledge Discovery and Data Mining (SIGKDD'07), San Jose, CA, August 2007   [PDF]
    99.  
  99. Junsong Yuan, Wei Wang, Jingjing Meng, Dongge Li and Ying Wu, "Mining Repetitive Clips through Finding Continuous Paths", in Proc. ACM Multimedia (ACMMM'07), Augsburg, Germany, Sept. 2007   [PDF]
    100.  
  100. Ming Yang, Ying Wu and Shihong Lao, "Mining Auxiliary Objects for Tracking by Multibody Grouping", in Proc. IEEE Int'l Conf. on Image Processing (ICIP'07), San Antonio, TX, Sept. 2007   [PDF]
    101.  
  101. Junsong Yuan, Zhu Li, Yun Fu, Ying Wu and Thomas S. Huang, "Common Spatial Pattern Discovery by Efficient Candidate Pruning", in Proc. IEEE Int'l Conf. on Image Processing (ICIP'07), San Antonio, TX, Sept. 2007   [PDF]
    102.  
  102. Fan Jiang, Ying Wu and Aggelos K. Katsaggelos, "Abnormal Event Detection From Surveillance Video By Dynamic Hierarchical Clustering", in Proc. IEEE Int'l Conf. on Image Processing (ICIP'07), San Antonio, TX, Sept. 2007   [PDF]
    103.  
  103. Yun Fu, Junsong Yuan, Zhu Li, Thomas S. Huang and Ying Wu, "Query-driven Locally Adaptive Fisher Faces And Expert-Model For Face Recognition", in Proc. IEEE Int'l Conf. on Image Processing (ICIP'07), San Antonio, TX, Sept. 2007 
    104.  
  104. Shengyang Dai, Mei Han, Ying Wu and Yihong Gong, "Bilateral Back-Projection for Single Image Super Resolution", in Proc. IEEE Int'l Conf. on Multimedia and Expo (ICME'07), Beijing, China, July 2007   [PDF]
    105.  
  105. Zhu Li, Yun Fu, Junsong Yuan, Thomas S. Huang and Ying Wu, "Query Driven Localized Linear Discriminant Models for Head Pose Estimation", in Proc. IEEE Int'l Conf. on Multimedia and Expo (ICME'07), Beijing, China, July 2007   [PDF]
    106.  
  106. Ming Yang, Senthil Periaswamy and Ying Wu, "False Positive Reduction In Lung Ggo Nodule Detection With 3D Volume Shape Descriptor", in Proc. IEEE Int'l Conf. on Acoustics, Speech, and Signal Processing (ICASSP'07), Honolulu, Hawaii, April 2007   [PDF]
    107.  
  107. Ting Yu, Cha Zhang, Yong Yui, Michael Cohen and Ying Wu, "Monocular Video Foreground/Background Segmentation by Tracking Spatial-Color Gaussian Mixture Models", in Proc. IEEE Workshop on Motion and Video Computing (WMVC'07), Austin, Texas, Feb. 2007   [PDF]

     

    2006
     
  108. Ming Yang, Ying Wu and Shihong Lao, "Intelligent Collaborative Tracking by Mining Auxiliary Objects", in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR 06), New York City, NY, June 17-22, 2006.  [PDF]
    109.  
  109. Zhimin Fan, Ming Yang, Ying Wu, Gang Hua and Ting Yu, "Efficient Optimal Kernel Placement for Reliable Visual Tracking", in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR 06), New York City, NY, June 17-22, 2006.  [PDF]
    110.  
  110. Ting Yu and Ying Wu, "Differential Tracking based on Spatial-Appearance Model (SAM)", in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR 06), New York City, NY, June 17-22, 2006.  [PDF]
    111.  
  111. Gang Hua and Ying Wu, "Measurement Integration Under Inconsistency for Robust Tracking", in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR 06), New York City, NY, June 17-22, 2006. [PDF]
    112.  
  112. Shengyang Dai, Ming Yang, Ying Wu, Aggelos K. Katsaggelos, "Tracking Motion blurred Targets in Video", in Proc. IEEE Int'l Conference on Image Processing (ICIP'06), Atlanta, GA, Oct. 2006.   [PDF]
    113.  
  113. Gang Hua, Zicheng Liu, Zhengyou Zhang, Ying Wu, "Automatic Business Card Scanning with a Camera", in Proc. IEEE Int'l Conference on Image Processing (ICIP'06), Atlanta, GA, Oct. 2006   [PDF]
    114.  
  114. Ming Yang, James Crenshaw, Bruce Augustine, Russell Mareachen, and Ying Wu, "Face Detection for Automatic Exposure Control in Handheld Camera", in Proc. IEEE Int'l Conference on Computer Vision Systems (ICVS'6), New York City, Jan. 2006.  [PDF]

    115.  

    2005
     
  115. Zhimin Fan and Ying Wu, "Multiple Collaborative Kernel Tracking", in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'05), San Diego, CA, June 20-26, 2005.  [PDF]
    116.  
  116. Ying Wu, Ting Yu and Gang Hua, "A Statistical Field Model for Pedestrian Detection", in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'05), San Diego, CA, June 20-26, 2005.  [PDF]
    117.  
  117. Ming Yang and Ying Wu, "Tracking non-stationary appearances and dynamic feature selection", in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'05), San Diego, CA, June 20-26, 2005.  [PDF]
    118.  
  118. Ting Yu and Ying Wu, "Decentralized Multiple Target Tracking using Netted Collaborative Autonomous Trackers", in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'05), San Diego, CA, June 20-26, 2005.  [PDF]
    119.  
  119. Gang Hua, Ming-Hsuan Yang and Ying Wu, "Learning to Estimate Human Poses with Data Driven Belief Propagation", in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'05), San Diego, CA, June 20-26, 2005.  [PDF]
    120.  
  120. Gang Hua and Ying Wu, "Capturing Human Body Motion from Video for Perceptual Interfaces by Sequential Variational MAP", Invited, in Proc. 11th International Conference on Human-Computer Interaction (HCII'05), Las Vegas, Nevada, July 2005.  [PDF]
    121.  
  121. Ting Yu and Ying Wu, "Collaborative Visual Tracking of Multiple Identical Targets", Invited, in Proc. SPIE Conf. on Storage and Retrieval Methods and Applications for Multimedia, San Jose, CA, Jan. 2005.  [PDF]

    122. 2004

     
  122. Ting Yu and Ying Wu, "Collaborative Tracking of Multiple Targets", in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'04), vol.I, pp. 834-841, Washington, DC, June, 2004. [PDF]
    123.  
  123. Gang Hua and Ying Wu, "Multi-scale Visual Tracking by Sequential Belief Propagation", in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'04), vol.I, pp. 826-833, Washington, DC, June, 2004. [PDF]
    124.  
  124. Zhimin Fan, Jie Zhou and Ying Wu, "Inference of Multiple Subspaces from High-Dimensional Data and Application to Multibody Grouping", in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'04), vol.II, pp. 661-666, Washington, DC, June, 2004. [PDF]
    125.  
  125. Zhimin Fan, Jie Zhou and Ying Wu, "Multibody Motion Segmentation Based on Simulated Annealing", in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'04), vol.I, pp. 776-781, Washington, DC, June, 2004.  [PDF]
    126.  
  126. Gang Hua, Ying Wu and Ting Yu, "Analyzing Structured Deformable Shapes Via Mean Field Monte Carlo", in Proc. IEEE Asia Conference on Computer Vision ( ACCV'2004), Jeju Island, Korea, Jan., 2004.  [PDF]
    127.  
  127. Zhimin Fan, Jie Zhou and Ying Wu, "Motion Segmentation Based on Independent Subspace Analysis", in Proc. IEEE Asia Conference on Computer Vision ( ACCV'2004), Jeju Island, Korea, Jan., 2004.  [PDF]
    128.  
  128. John Lin, Ying Wu, and Thomas S. Huang, ``Articulate Hand Motion Capturing Based on a Monte Carlo Simplex Tracker", in Proc. 17th Int'l Conf. on Pattern Recognition (ICPR04), Cambridge, UK, 2004.  [PDF]
    129.  
  129. Qi Tian, Jerry Yu, Ying Wu, and Thomas S. Huang, "Learning Based on Kernel Discriminant-EM Algorithm for Image Classification", in Proc. IEEE Int'l Conf. on Acoustics, Speech, and Signal Processing (ICASSP'04), Montreal, Canada, May 2004.   [PDF]
    130.  
  130. John Lin, Ying Wu, and Thomas S. Huang, "3D Model-Based Hand Tracking Using Stochastic Direct Search Method", in Proc. IEEE Int'l Conf. on Automatic Face and Gesture Recognition (FG04), Seoul, Korea, 2004.  [PDF]
    131.  

    2003

     
  131. Ying Wu, Gang Hua and Ting Yu, "Tracking Articulated Body by Dynamic Markov Network", in Proc. IEEE Int'l Conf. on Computer Vision (ICCV'03), pp.1094-1101, Nice, France, Oct., 2003.   [PDF]
    132.  
  132. Ying Wu, Gang Hua and Ting Yu, "Switching Observation Models for Contour Tracking in Clutter", in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'03), Vol.I, pp.295-302, Madison, WI, June, 2003.  [PDF]
    133.  
  133. Ying Wu, Ting Yu and Gang Hua, "Tracking Appearances with Occlusions", in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'03), Vol.I, pp.789-795, Madison, WI, June, 2003.  [PDF]

    134. 2002

     
  134. Zhengyou Zhang, Ying Wu and Zicheng Liu, "Side Statistics and Maximum Discriminant Analysis for Real-Time Tracking", in Proc. IEEE 5th Asian Conf. on Computer Vision (ACCV'02), Melbourne, Australia, Jan., 2002.  [PDF]
    135.  
  135. John Lin, Ying Wu and Thomas S. Huang, "Capturing Human Hand Motion in Image Sequences", in Proc. IEEE Workshop on Motion and Video Computing (WMVC'02), Orlando, Florida, pp. 99-104, Dec. 2002. [PDF]
    136.  
  136. Thomas S. Huang, Ying Wu and John Lin, "3D model-based visual hand tracking", in Proc. IEEE Int'l Conf. on Multimedia and Expo (ICME'02), vol.1, p905-908, Lausanne, Switzerland, Aug. 2002. [PDF]
    137.  
  137. Thomas S. Huang, Xiang Zhou, Munehiro Nakazato, Ira Cohen and YingWu, "Learning in Content-based Image Retrieval", in Proc. 2nd International Conference on Development and Learning (ICDL'02), MIT, Cambridge, June 2002. [PDF]
    138.  

    2001

     
  138. Ying Wu, Zhengyou Zhang, Thomas S. Huang and John Y. Lin, "Multibody Grouping via Orthogonal Subspace Decomposition", in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'01), Vol.II, pp.252-257, Hawaii, Dec., 2001.   [PDF]
    139.  
  139. Zhengyou Zhang, Ying Wu,Ying Shan and Steven Shafer, "Visual Panel: Virtual Mouse, Keyborad, and 3D Controller with an Ordinary Piece of Paper", in Proc. ACM Perceptive User Interface Workshop (PUI'01), Florida, Nov., 2001.  [PDF]
    140.  
  140. Ying Wu and Thomas S. Huang, "A Co-inference Approach to Robust Visual Tracking", in Proc. IEEE Int'l Conf. on Computer Vision (ICCV'01), Vol.II, pp.26-33, Vancouver, Canada, July, 2001.  [PDF]
    141.  
  141. Ying Wu, John Lin and Thomas S. Huang, "Capturing Natural Hand Articulation", in Proc. IEEE Int'l Conf. on Computer Vision (ICCV'01), Vol.II, pp.426-432, Vancouver, Canada, July, 2001.  [PDF]
    142.  
  142. Ying Wu, Kentaro Toyama and Thomas S. Huang, "Self-Supervised Learning for Object Recognition Based on Kernel Discriminant-EM Algorithm", in Proc. IEEE Int'l Conf. on Computer Vision (ICCV'01), Vol.I, 275-280, Vancouver, Canada, July, 2001.  [PDF]
    143.  
  143. Qiong Liu, Ying Wu, Thomas S. Huang and Stephen Levinson, "Spoken Language Acquision via Human-Robot Interaction", in Proc. IEEE Int'l Conf. on Multimedia and Expo (ICME'01), Tokyo, Japan, Aug., 2001  [PDF]
    144.  
  144. Ying Wu, Thomas S. Huang, "Towards Self-Exploring Discriminating Features", in Proc. IAPR Int'l Workshop on Machine Learning and Data Mining in Patter Recognition (MLDM'01), Leipzig, Germany, July, 2001.  [PDF]
    145.  
  145. Qiong Liu, Ying Wu, Steven Levinson, Thomas S. Huang, "Robot Speech Learning via Entropy Guided LVQ and Memory Association", in Proc. IEEE Int'l Joint Conf. on Neural Networks (IJCNN'01), Washington DC, July, 2001.  [PDF]
    146.  
  146. Qiong Liu, Ying Wu, Steven Levinson, Thomas S. Huang, "How to Teach Speech to an Autonomous Robot through Human-Robot Interaction", in Proc. 5th World Multiconference on Systemic, Cybernetics and Informatics, and the 7th Int'l Conf. on Information Systems Analysis and Synthesis, Orlando, FL, July, 2001.  [PDF]
    147.  
  147. John Lin, Ying Wu and Thomas S. Huang, "Modeling the Constraints of Human Hand Motion", in Proc. 5th Annual Federated Laboratory Symposium(ARL2001), Maryland, 2001.

    148. 2000

     
  148. Ying Wu, Thomas S. Huang, "Self-Supervised Learning for Visual Tracking and Recognition of Human Hand", In Proc. AAAI 17th National Conf. on Artificial Intelligence (AAAI'2000), pp. 243-248, Austin, TX, July, 2000. [PDF]
    149.  
  149. Ying Wu, Thomas S. Huang, "View-independent Recognition of Hand Postures", In Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'2000), Vol.II, pp.88-94, Hilton Head Island, SC, June, 2000.  [PDF]
    150.  
  150. Ying Wu, Qi Tian, Thomas S. Huang, "Discriminant-EM Algorithm with Application to Image Retrieval", In Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'2000), Vol. I, pp. 222-227, Hilton Head Island, SC, June, 2000.  [PDF]
    151.  
  151. Ying Wu, Thomas S. Huang, "Color Tracking by Transductive Learning", In Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'2000), Vol.I, pp. 133-138, Hilton Head Island, SC, June, 2000.  [PDF]
    152.  
  152. Kentaro Toyama, Ying Wu, "Bootstrap Initialization of Nonparametric Texture Models for Tracking", In Proc. the Sixth European Conference on Computer Vision (ECCV'2000), Dublin, June, 2000.  [PDF]
    153.  
  153. Ying Wu, Qi Tian and Thomas S. Huang, "Integrating Unlabeled Images for Image Retrieval Based on Relevance Feedback", In Proc. of the 15th Int'l Conf. on Pattern Recognition (ICPR'2000), Vol.I, pp.21-24, Barcelona, Spain, Sept., 2000.  [PDF]
    154.  
  154. Ying Wu, Kentaro Toyama, Thomas S. Huang, "Wide-Range, Person- and Illumination-Insensitive Head Orientation Estimation", Proc. of Int'l Conf. on Face and Gesture Recognition (FG'2000), pp. 183-188, Grenoble, France, March, 2000.  [PDF]
    155.  
  155. Ying Wu, Qiong Liu, Thomas S. Huang, "Tracking, Analyzing and Recognizing Gesture Commands", Proc. of 4th Annual Federated Laboratory symposium (ARL2000), Maryland, March, 2000.
    156.  
  156. Ying Wu, Qiong Liu, Thomas S. Huang, "An Adaptive Self-Organizing Color Segmentation Algorithm with Application to Robust Real-time Human Hand Localization", In Proc. IEEE Asian Conf. on Computer Vision (ACCV'2000), pp. 1106-1111, Taiwan, Jan., 2000.  [PDF]
    157.  
  157. John Lin, Ying Wu and Thomas S. Huang, "Modeling Human Hand Constraints", In Proc. Workshop on Human Motion (Humo2000), Austin, TX, Dec., 2000.  [PDF]
    158.  
  158. Qi Tian, Ying Wu and Thomas S. Huang, "Incorporate Discriminant Analysis with EM Algorithm in Image Retrieval", In Proc. IEEE Int'l Conf. on Multimedia and Expo (ICME'2000), New York, July, 2000.  [PDF]
    159.  
  159. Qiong Liu, S.Levinson, Ying Wu, Thomas S. Huang, "Interactive and Incremental Learning via a Mixture of Supervised and Unsupervised Learning Strategies", In Proc. of Joint Conf. on Information Systems (JCIS'2000), NJ, Feb., 2000.  [PDF]
    160.  
  160. Qi Tian, Ying Wu and Thomas S. Huang, "Combine User Defined Region-of-Interest and Spatial Layout for Image Retrieval", In Proc. Int'l Conf. on Image Processing (ICIP'2000), pp. 2061-2064, Vancouver, Canada, Sept., 2000.   [PDF]
    161.  

    1999

     
  161. Ying Wu, Thomas S. Huang, "Capturing Human Hand Motion: A Divide-and-Conquer Approach", In Proc. IEEE Int'l Conf. on Computer Vision (ICCV'99), pp. 606-611, Greece, Setp., 1999.  [PDF]
    162.  
  162. Ying Wu, Thomas S. Huang, "Using Unlabeled Data in Supervised Learning by Discriminant-EM Algorithm", Neural Information Processing Systems (NIPS'99) Workshop on Using Unlabeled Data for Supervised Learning, Colorado, Dec, 1999.
    163.  
  163. Ying Wu, Thomas S. Huang, "Vision-Based Gesture Recognition: A Review", Lecture Notes in Artificial Intelligence, 1739:103-115, 1999.  [PDF]
    164.  
  164. Ying Wu, Qiong Liu and Thomas S. Huang, "Robust Real-Time Human Hand Localization by Self-organizing Color Segmentation", In Proc. IEEE ICCV'99 Workshop on Recognition, Analysis and Tracking of Face and Gestures in Real-Time Systems (RATFG-RTS'99), pp.161-166, Greece, Sept., 1999.  [PDF]
    165.  
  165. Ying Wu, Thomas S. Huang, "Human Hand Modeling, Analysis and Animation in the Context of HCI", In Proc. IEEE Int'l Conf. on Image Processing (ICIP'99), Japan, Oct., 1999.   [PDF]
    166.  
  166. Qiong Liu, S.Levinson, Ying Wu, Thomas S. Huang, "SVM Guided Nearest Neighbor Classification", Neural Information Processing Systems (NIPS'99) Workshop on Support Vector Machine, Colorado, Dec, 1999.


    167. Prior to 1999

     
  167. Ying Wu, "Image Compression based on Structural Adaptation Self-organizing VQ Algorithm", Tsinghua University, MS thesis, Excellent paper in 1997.
    168.  
  168. Ying Wu, Bin Li, Pingfan Yan, "Nonparametric Density Estimation Using Wavelet Transformation and Scale-space Zero-crossing Reconstruction", Proc. IEEE  the Third Int'l Conf. on Signal Processing (ICSP'96). Vol.I, pp319-322, 1996.  [PDF]
    169.  
  169. Ying Wu, Bin Li, "Job-shop Scheduling Using Genetic Algorithms", Proc. IEEE Int'l Conf. on System, Man and Cybernetics (IEEE SMC'96), Vol.III, pp1994-1999, 1996.  [PDF]
    170.  
  170. Ying Wu, Bin Li, "Job-shop Scheduling Using Genetic Algorithms", Proc. IEEE the Third Int'l Conf. on Signal Processing (ICSP'96), Vol.II, pp1441-1444, 1996.

Dissertations
     
  1. Mingfu Liang, "Continual Visual Learning for Visual Understanding", Ph.D. Dissertation, 2024, Department of Electrical and Computer Engineering, Northwestern University. [PDF]
    2.  
  2. Lei Fan, "Active Visual Recognition in Open World", Ph.D. Dissertation, 2024, Department of Electrical and Computer Engineering, Northwestern University. [PDF]
    3.  
  3. Wei Wei, "Toward Robust and Reliable Learning Systems", Ph.D. Dissertation, 2023, Department of Electrical and Computer Engineering, Northwestern University. [PDF]
    4.  
  4. Pengbo Zhao, "Towards More Robust Local and Global Visual Localization", Ph.D. Dissertation, 2023, Department of Electrical and Computer Engineering, Northwestern University. [PDF]
    5.  
  5. Peixi Xiong, "Visual Reasoning for Visual Question Answering", Ph.D. Dissertation, 2022, Department of Electrical and Computer Engineering, Northwestern University. [PDF]
    6.  
  6. Xiangyun Zhao, "Towards Generalizable Object Detection", Ph.D. Dissertation, 2021, Department of Electrical and Computer Engineering, Northwestern University. [PDF]
    7.  
  7. Huayi Zhan, "Visual Question Answering with Explicit Reasoning", Ph.D. Dissertation, 2020, Department of Electrical and Computer Engineering, Northwestern University. [PDF]
    8.  
  8. Wei Tang, "Unified Compositional Models for Visual Recognition", Ph.D. Dissertation, 2019, Department of Electrical and Computer Engineering, Northwestern University. [PDF]
    9.  
  9. Jiahuan Zhou, "Visual Similarity Matching Across Images", Ph.D. Dissertation, 2018, Department of Electrical Engineering and Computer Science, Northwestern University. [PDF]
    10.  
  10. Yin Xia, "Learning Visual Embedding Towards Bridging the Semantic Gap for Image Understanding", Ph.D. Dissertation, 2018, Department of Electrical Engineering and Computer Science, Northwestern University. [PDF]
    11.  
  11. Pei Yu, "Visual Regression with Manifold Learning", Ph.D. Dissertation, 2018, Department of Electrical Engineering and Computer Science, Northwestern University. [PDF]
    12.  
  12. Philip Lee. "Towards Efficient and Accurate Image Matting", Ph.D. Dissertation, 2015, Department of Electrical Engineering and Computer Science, Northwestern University. [PDF]
    13.  
  13. Jiang Wang, "Video-based Human Action Recognition", Ph.D. Dissertation, 2014, Department of Electrical Engineering and Computer Science, Northwestern University. [PDF]
    14.  
  14. Zhuoyuan Chen, "Constructing Dense Correpondences Field in Image Sequences", Ph.D. Dissertation, 2014, Department of Electrical Engineering and Computer Science, Northwestern University. [PDF]
    15.  
  15. Xiaohui Shen, "Towards Object-level Image Understanding: Detecting Objects of Interests from Images", Ph.D. Dissertation, 2013, Department of Electrical Engineering and Computer Science, Northwestern University.[PDF]
    16.  
  16. Jialue Fan, "Robust Visual Tracking", Ph.D. Dissertation, 2011, Department of Electrical Engineering and Computer Science, Northwestern University.[PDF]
    17.  
  17. Jiang Xu, "Multimodal Fusion", Ph.D. Dissertation, 2011, Department of Electrical Engineering and Computer Science, Northwestern University. [PDF]
    18.  
  18. Junsong Yuan, "Image and Video Data Mining", Ph.D. Dissertation, 2010, Department of Electrical Engineering and Computer Science, Northwestern University. [PDF]
    19.  
  19. Shengyang Dai, "Conquering Image Imperfectness by Priors", Ph.D. Dissertation, 2009, Department of Electrical Engineering and Computer Science, Northwestern University. [PDF]
    20.  
  20. Ming Yang, "Context-aware and attentional visual object tracking", Ph.D. Dissertation, 2008, Department of Electrical Engineering and Computer Science, Northwestern University.[PDF]
    21.  
  21. Zhimin Fan, "Collaborative Multiple Kernel Tracking: Theory and Algorithms", M.S. Thesis, 2006, Department of Electrical and Computer Engineering, Northwestern University.[PDF]
    22.  
  22. Ting Yu, "Multiple Motion Analysis for Intelligent Video Surveillance", Ph.D. Dissertation, 2006, Department of Electrical and Computer Engineering, Northwestern University.[PDF]
    23.  
  23. Gang Hua, "Probabilistic Variational Methods for Vision based Complex Motion Analysis", Ph.D. Dissertation, 2006, Department of Electrical and Computer Engineering, Northwestern University.[PDF]
    24.  
  24. John Y. Lin, "Visual Hand Tracking and Gesture Analysis", Ph.D. Dissertation, 2004, Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign.[PDF]
    25.  
  25. Ying Wu, "Vision and Learning for Intelligent Human-Computer Interaction", Ph.D. Dissertation, 2001, Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign. [PDF]
Patents
  1. Co-inventor with Shengyang Dai, Mei Han, Wei Xu and Yihong Gong, "Soft Edge Smoothness Prior and its Application on Alpha Channel Super Resolution", Patent pending, US 2008/0267525 A1, 10/30/2008
    2.  
  2. Co-inventor with Ming Yang, Shengyang Dai, Shihong Lao, "Robust Object Tracking System", US Patent No: 8,050,453 B2, 11/01/2011.
    3.  
  3. Co-inventor with Dr. Kentaro Toyama (MSR), "A System and Method for Estimating the Orientation of an Object", US patent No: 6,741,756 B1, 05/25/2004.
    4.  
  4. Co-inventor with Dr. Zhengyou Zhang (MSR), Dr. Ying Shan, and Dr. Steve Shafer (MSR), "Sytem and Method for Providing a Mobile Input Device", US Patent No: 6,594,616 B2, 7/15/2003
Revised 03/2006. Copyright © 1996-2006 Ying Wu