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Research Output

Nonstationary color tracking for vision-based human - Computer interaction

Wu, Y. & Huang, T. S., Jul 1 2002, In : IEEE Transactions on Neural Networks. 13, 4, p. 948-960 13 p.

Research output: Contribution to journalArticle

53 Scopus citations

Object retrieval and localization with spatially-constrained similarity measure and k-NN re-ranking

Shen, X., Lin, Z., Brandt, J., Avidan, S. & Wu, Y., Oct 1 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2012. p. 3013-3020 8 p. 6248031

Research output: Chapter in Book/Report/Conference proceedingConference contribution

151 Scopus citations

Online Variable Coding Length Product Quantization for Fast Nearest Neighbor Search in Mobile Retrieval

Li, J., Lan, X., Li, X., Wang, J., Zheng, N. & Wu, Y., Mar 2017, In : IEEE Transactions on Multimedia. 19, 3, p. 559-570 12 p., 7589007.

Research output: Contribution to journalArticle

7 Scopus citations

Order determination and sparsity-regularized metric learning adaptive visual tracking

Jiang, N., Liu, W. & Wu, Y., Oct 1 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2012. p. 1956-1963 8 p. 6247897

Research output: Chapter in Book/Report/Conference proceedingConference contribution

41 Scopus citations

Part-based initialization for hand tracking

Xu, J., Wu, Y. & Katsaggelos, A. K., Dec 1 2010, 2010 IEEE International Conference on Image Processing, ICIP 2010 - Proceedings. p. 3257-3260 4 p. 5651179

Research output: Chapter in Book/Report/Conference proceedingConference contribution

12 Scopus citations

Query driven localized linear discriminant models for head pose estimation

Li, Z., Fu, Y., Yuan, J., Huang, T. S. & Wu, Y., Dec 1 2007, Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, ICME 2007. p. 1810-1813 4 p. 4285024. (Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, ICME 2007).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

31 Scopus citations

Query-driven locally adaptive fisher faces and expert-model for face recognition

Fu, Y., Yuan, J., Li, Z., Huang, T. S. & Wu, Y., Dec 1 2007, 2007 IEEE International Conference on Image Processing, ICIP 2007 Proceedings. 4378911. (Proceedings - International Conference on Image Processing, ICIP; vol. 1).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Scopus citations

Random Occupancy Patterns

Wang, J., Liu, Z. & Wu, Y., Jan 1 2014, SpringerBriefs in Computer Science. 9783319045603 ed. Springer, p. 41-55 15 p. (SpringerBriefs in Computer Science; no. 9783319045603).

Research output: Chapter in Book/Report/Conference proceedingChapter

Regularized simultaneous forward-backward greedy algorithm for sparse unmixing of hyperspectral data

Tang, W., Shi, Z. & Wu, Y., Jan 1 2014, In : IEEE Transactions on Geoscience and Remote Sensing. 52, 9, p. 5271-5288 18 p., 6675070.

Research output: Contribution to journalArticle

50 Scopus citations

Removing partial blur in a single image

Dai, S. & Wu, Y., Jan 1 2009, 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2009. IEEE Computer Society, p. 2544-2551 8 p. 5206625. (2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2009; vol. 2009 IEEE Computer Society Conference on Computer Vision and ...).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

37 Scopus citations

Robust 3D action recognition with random occupancy patterns

Wang, J., Liu, Z., Chorowski, J., Chen, Z. & Wu, Y., Oct 30 2012, Computer Vision, ECCV 2012 - 12th European Conference on Computer Vision, Proceedings. PART 2 ed. p. 872-885 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7573 LNCS, no. PART 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

301 Scopus citations

Robust dictionary learning by error source decomposition

Chen, Z. & Wu, Y., Jan 1 2013, Proceedings - 2013 IEEE International Conference on Computer Vision, ICCV 2013. Institute of Electrical and Electronics Engineers Inc., p. 2216-2223 8 p. 6751386. (Proceedings of the IEEE International Conference on Computer Vision).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

12 Scopus citations

Robust Object Tracking System

Wu, Y., Dec 20 2007, Patent No. 8050453

Research output: Patent

Robust real-Time human hand localization by self-organizing color segmentation

Wu, Y., Liu, Q. & Huang, T. S., Jan 1 1999, Proceedings - International Workshop on Recognition, Analysis, and Tracking of Faces and Gestures in Real-Time Systems, RATFG-RTS 1999. Institute of Electrical and Electronics Engineers Inc., p. 161-166 6 p. 799239. (Proceedings - International Workshop on Recognition, Analysis, and Tracking of Faces and Gestures in Real-Time Systems, RATFG-RTS 1999).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

9 Scopus citations

Robust visual tracking by integrating multiple cues based on co-inference learning

Wu, Y. & Huang, T. S., Jun 1 2004, In : International Journal of Computer Vision. 58, 1, p. 55-71 17 p.

Research output: Contribution to journalArticle

124 Scopus citations

Scribble tracker: A matting-based approach for robust tracking

Fan, J., Shen, X. & Wu, Y., Jun 28 2012, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 34, 8, p. 1633-1644 12 p., 6109277.

Research output: Contribution to journalArticle

81 Scopus citations

Self-Supervised Learning Based on Discriminative Nonlinear Features and Its application for Image Retrieval

Tian, Q., Wu, Y., Yu, J. & Huang, T. S., 2004, Managing Multimedia Semantics. Srinivasan, U. & Nepal, S. (eds.). Idea Group Inc.

Research output: Chapter in Book/Report/Conference proceedingChapter

Self-Supervised learning based on discriminative nonlinear features and its applications for pattern classification

Tian, Q., Wu, Y., Yu, J. & Huang, T. S., Dec 1 2005, Managing Multimedia Semantics. IGI Global, p. 52-75 24 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Self-supervised learning based on discriminative nonlinear features for image classification

Tian, Q., Wu, Y., Yu, J. & Huang, T. S., Jun 1 2005, In : Pattern Recognition. 38, 6, p. 903-917 15 p.

Research output: Contribution to journalArticle

14 Scopus citations

Self-supervised learning for object recognition based on kernel discriminant-EM algorithm

Wu, Y., Huang, T. S. & Toyama, K., Jan 1 2001, Proceedings of the IEEE International Conference on Computer Vision. Vol. 1. p. 275-280 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

25 Scopus citations

Sequential mean field variational analysis of structured deformable shapes

Hua, G. & Wu, Y., Feb 1 2006, In : Computer Vision and Image Understanding. 101, 2, p. 87-99 13 p.

Research output: Contribution to journalArticle

12 Scopus citations

Signal processing technologies for ambient intelligence in home-care applications

De Natale, F. G. B., Katsaggelos, A. K., Mayora, O. & Wu, Y., Jul 3 2007, In : Eurasip Journal on Advances in Signal Processing. 2007, 91730.

Research output: Contribution to journalEditorial

Single image super-resolution based on space structure learning

Su, H., Jiang, N., Wu, Y. & Zhou, J., Sep 11 2013, In : Pattern Recognition Letters. 34, 16, p. 2094-2101 8 p.

Research output: Contribution to journalArticle

2 Scopus citations

SoftCuts: A soft edge smoothness prior for color image super-resolution

Dai, S., Han, M., Xu, W., Wu, Y., Gong, Y. & Katsaggelos, A. K., May 12 2009, In : IEEE Transactions on Image Processing. 18, 5, p. 969-981 13 p.

Research output: Contribution to journalArticle

118 Scopus citations

Soft edge smoothness prior for alpha channel super resolution

Dai, S., Han, M., Xu, W., Wu, Y. & Gong, Y., 2007, 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR'07. 4270053. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

197 Scopus citations

Sparse unmixing of hyperspectral data using spectral a priori information

Tang, W., Shi, Z., Wu, Y. & Zhang, C., Feb 2015, In : IEEE Transactions on Geoscience and Remote Sensing. 53, 2, p. 770-783 14 p., 6840362.

Research output: Contribution to journalArticle

71 Scopus citations

Sparsity model for robust optical flow estimation at motion discontinuities

Shen, X. & Wu, Y., Aug 31 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2010. p. 2456-2463 8 p. 5539944. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

30 Scopus citations

Spatial locality-aware sparse coding and dictionary learning

Wang, J., Yuan, J., Chen, Z. & Wu, Y., Dec 1 2012, In : Journal of Machine Learning Research. 25, p. 491-505 15 p.

Research output: Contribution to journalConference article

6 Scopus citations

Spatially adaptive block-based super-resolution

Su, H., Tang, L., Wu, Y., Tretter, D. & Zhou, J., Mar 1 2012, In : IEEE Transactions on Image Processing. 21, 3, p. 1031-1045 15 p., 6008647.

Research output: Contribution to journalArticle

46 Scopus citations

Spatially-constrained similarity measure for large-scale object retrieval

Shen, X., Lin, Z., Brandt, J. & Wu, Y., Jan 1 2014, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 36, 6, p. 1229-1241 13 p., 6678509.

Research output: Contribution to journalArticle

44 Scopus citations

Spatial random partition for common visual pattern discovery

Yuan, J. & Wu, Y., Dec 1 2007.

Research output: Contribution to conferencePaper

60 Scopus citations

Spatial selection for attentional visual tracking

Yang, M., Yuan, J. & Wu, Y., Oct 12 2007, 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR'07. 4270203. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

81 Scopus citations

Special issue on video analysis on resource-limited systems

Chellappa, R., Cavallaro, A., Wu, Y., Shan, C., Fu, Y. & Pulli, K., Oct 1 2011, In : IEEE Transactions on Circuits and Systems for Video Technology. 21, 10, p. 1349-1352 4 p., 6032149.

Research output: Contribution to journalEditorial

3 Scopus citations

Speeding up spatio-temporal sliding-window search for efficient event detection in crowded videos

Yuan, J., Liu, Z., Wu, Y. & Zhang, Z., Dec 21 2009, 1st ACM International Workshop on Events in Multimedia - EiMM'09, Co-located with the 2009 ACM International Conference on Multimedia, MM'09. p. 3-8 6 p. (1st ACM International Workshop on Events in Multimedia - EiMM'09, Co-located with the 2009 ACM International Conference on Multimedia, MM'09).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

13 Scopus citations

Spoken language acquisition via human-robot interaction

Liu, Q., Huang, T., Wu, Y. & Levinson, S., Jan 1 2001, Proceedings - IEEE International Conference on Multimedia and Expo. IEEE Computer Society, p. 913-916 4 p. 1237871. (Proceedings - IEEE International Conference on Multimedia and Expo).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Super-resolution without dense flow

Su, H., Wu, Y. & Zhou, J., Apr 1 2012, In : IEEE Transactions on Image Processing. 21, 4, p. 1782-1795 14 p., 6058655.

Research output: Contribution to journalArticle

27 Scopus citations

Switching observation models for contour tracking in clutter

Wu, Y., Hua, G. & Yu, T., Sep 1 2003, In : Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. 1, p. I/295-I/302

Research output: Contribution to journalConference article

36 Scopus citations

The chameleon-like vision system

Zhou, J., Wan, D. & Wu, Y., Jan 1 2010, In : IEEE Signal Processing Magazine. 27, 5, p. 91-101 11 p., 5562650.

Research output: Contribution to journalArticle

13 Scopus citations

The Portable Emergency ECG Monitor Based on Graphic LCD

Yang, Y. & Wu, Y., 1995, In : Chinese Journal of Medical Instrumentation. 19, p. 67-72

Research output: Contribution to journalArticle

Towards a Unified Compositional Model for Visual Pattern Modeling

Tang, W., Yu, P., Jianhuan, Z. & Wu, Y., 2017, Proceedings of the IEEE International Conference on Computer Vision. IEEE, p. 2803-2812 10 p. 8237565

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Scopus citations

Towards self-exploring discriminating features

Wu, Y. & Huang, T. S., Jan 1 2001, Machine Learning and Data Mining in Pattern Recognition - Second International Workshop, MLDM 2001, Proceedings. Springer Verlag, p. 263-277 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2123 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Towards self-exploring discriminating features for visual learning

Wu, Y. & Huang, T. S., Apr 1 2002, In : Engineering Applications of Artificial Intelligence. 15, 2, p. 139-150 12 p.

Research output: Contribution to journalArticle

7 Scopus citations

Tracking appearances with occlusions

Wu, Y., Yu, T. & Hua, G., Sep 1 2003, In : Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. 1, p. I/789-I/795

Research output: Contribution to journalConference article

85 Scopus citations

Tracking articulated body by dynamic Markov network

Wu, Y., Hua, G. & Yu, T., Dec 2 2003, p. 1094-1101. 8 p.

Research output: Contribution to conferencePaper

99 Scopus citations

Tracking low resolution objects by metric preservation

Jiang, N., Liu, W., Su, H. & Wu, Y., Sep 22 2011, 2011 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2011. p. 1329-1336 8 p. 5995537

Research output: Chapter in Book/Report/Conference proceedingConference contribution

13 Scopus citations

Tracking motion-blurred targets in video

Dai, S., Yang, M., Wu, Y. & Katsaggelos, A. K., Dec 1 2006, 2006 IEEE International Conference on Image Processing, ICIP 2006 - Proceedings. p. 2389-2392 4 p. 4107048. (Proceedings - International Conference on Image Processing, ICIP).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

21 Scopus citations

Tracking non-stationary appearances and dynamic feature selection

Yang, M. & Wu, Y., Jan 1 2005, Proceedings - 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005. IEEE Computer Society, p. 1059-1066 8 p. 1467560. (Proceedings - 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005; vol. II).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

37 Scopus citations

Tracking nonstationary visual appearances by data-driven adaptation

Yang, M., Fan, Z., Fan, J. & Wu, Y., Jun 4 2009, In : IEEE Transactions on Image Processing. 18, 7, p. 1633-1644 12 p.

Research output: Contribution to journalArticle

28 Scopus citations

Unifying spatial and attribute selection for distracter-resilient tracking

Jiang, N. & Wu, Y., Sep 24 2014, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE Computer Society, p. 3502-3509 8 p. 6909843. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Scopus citations

Unsupervised Hierarchical Dynamic Parsing and Encoding for Action Recognition

Su, B., Zhou, J., Ding, X. & Wu, Y., Dec 2017, In : IEEE Transactions on Image Processing. 26, 12, p. 5784-5799 16 p., 8016651.

Research output: Contribution to journalArticle

7 Scopus citations