Faculty Directory
Ying Wu

Professor of Electrical Engineering and Computer Science

Contact

2145 Sheridan Road
Tech
Evanston, IL 60208-3109

Email Ying Wu

Website

Ying Wu's Homepage


Departments

Electrical Engineering and Computer Science


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Education

Ph.D. Electrical and Computer Engineering, University of Illinois at Urbana, Champaign, IL

M.S. Electrical Engineering, Tsinghua University, Beijing, China

B.E. Electrical Engineering, Huazhong University of Science and Technology, Wuhan, Hubei, China


Research Interests

Computer vision; visual motion tracking/capturing/recognition; statistical learning and pattern recognition; vision-based interaction, image/video analysis and understanding; multimedia processing, management and data analysis; biomedical image processing and medical applications


Selected Publications

  • Wu, Ying; Tang, Wei; Shi, Zhenwei, “Regularized simultaneous forward-backward greedy algorithm for sparse unmixing of hyperspectral data”, IEEE Transactions on Geoscience and Remote Sensing, (2014)
  • Wu, Ying; Yuan, Junsong; Wang, Hongxing, “Context-aware discovery of visual co-occurrence patterns”, IEEE Transactions on Image Processing, (2014)
  • Wu, Ying; Yuan, Junsong; Wang, Jiang; Liu, Zicheng, “Learning actionlet ensemble for 3D human action recognition”, IEEE Transactions on Pattern Analysis and Machine Intelligence, (2014)
  • Wu, Ying; Shen, Xiaohui; Lin, Zhe; Brandt, Jonathan, “Spatially-constrained similarity measure for large-scale object retrieval”, IEEE Transactions on Pattern Analysis and Machine Intelligence, (2014)
  • Wu, Ying; Wang, Jiang, “Learning maximum margin temporal warping for action recognition”, Proceedings of the IEEE International Conference on Computer Vision, (2013)
  • Wu, Ying; Chen, Zhuoyuan, “Robust dictionary learning by error source decomposition”, Proceedings of the IEEE International Conference on Computer Vision, (2013)
  • Wu, Ying; Fan, Jialue; Shen, Xiaohui, “What are we tracking: A unified approach of tracking and recognition”, IEEE Transactions on Image Processing, (2013)
  • Jiang, Nan; Wu, Ying; Su, Heng; Liu, Wenyu, “Discriminative metric preservation for tracking low-resolution targets”, IEEE Transactions on Image Processing, (2012)
  • Wang, J.; Chen, Z.; Wu, Y., “Action recognition with multiscale spatio-temporal contexts”, Computer Vision and Pattern Recognition (CVPR), 2011 IEEE Conference on, (2011)
  • Wu, Y.; Yang, M.; Yuan, J., “Mining discriminative co-occurrence patterns for visual recognition”, Computer Vision and Pattern Recognition (CVPR), 2011 IEEE Conference on, (2011)
  • Nan Jiang;Wenyu Liu;Ying Wu, “Learning Adaptive Metric for Robust Visual Tracking”, Ieee Transactions on Image Processing, (2011)
  • Junsong Yuan;Zicheng Liu;Ying Wu, “Discriminative Video Pattern Search for Efficient Action Detection”, Ieee Transactions on Pattern Analysis and Machine Intelligence, (2011)
  • Wu, Y.; Liu, W.; Jiang, N.; Su, H., “Discriminative Metric Preservation for Tracking Low Resolution Targets”, Image Processing, IEEE Transactions on, (2011)
  • JS Yuan;JB Luo;Y Wu, “Mining Compositional Features From GPS and Visual Cues for Event Recognition in Photo Collections”, Ieee Transactions on Multimedia, (2010)
  • X Shen, Y Wu, “Sparsity model for robust optical flow estimation at motion discontinuities”, Computer Vision and Pattern Recognition (CVPR), ..., (2010)
  • J Fan, X Shen, Y Wu, “Closed-Loop Adaptation for Robust Tracking”, Computer Vision?ECCV 2010, (2010)
  • J Fan, Y Wu, S Dai, “Discriminative spatial attention for robust tracking”, Computer Vision?ECCV 2010, (2010)
  • SY Dai;Y Wu, “Removing Partial Blur in a Single Image”, Cvpr: 2009 Ieee Conference on Computer Vision and Pattern Recognition, Vols 1-4, (2009)
  • M YANG;Y WU;G HUA, “Context-Aware Visual Tracking”, IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, (2009)
  • Y Wu, J Fan, “Contextual flow”, IEEE Conf. on Computer Vision and Pattern ..., (2009)
  • J Yuan, Z Liu, Y Wu, “Discriminative subvolume search for efficient action detection”, IEEE Conference on Computer Vision and Pattern ..., (2009)
  • SY DAI, M HAN, W XU, et al., “SoftCuts: A Soft Edge Smoothness Prior for Color Image Super-Resolution”, IEEE TRANSACTIONS ON IMAGE PROCESSING, (2009)
  • Yang, M.; Yu, T.; Wu, Y., “Game-theoretic multiple target tracking.”, 2007 Ieee 11th International Conference on Computer Vision, Vols 1-6, (2007)
  • Yang, M.; Wu, Y.; Lao, S. H., “Mining auxiliary objects for tracking by multibody grouping.”, 2007 Ieee International Conference on Image Processing, Vols 1-7, (2007)