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Research Output

Conference contribution

Learning in content-based image retrieval

Huang, T. S., Zhou, X. S., Nakazato, M., Wu, Y. & Cohen, I., Jan 1 2002, Proceedings - 2nd International Conference on Development and Learning, ICDL 2002. Institute of Electrical and Electronics Engineers Inc., p. 155-162 8 p. 1011829. (Proceedings - 2nd International Conference on Development and Learning, ICDL 2002).

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

27 Scopus citations

Learning low-dimensional temporal representations

Su, B. & Wu, Y., Jan 1 2018, 35th International Conference on Machine Learning, ICML 2018. Krause, A. & Dy, J. (eds.). International Machine Learning Society (IMLS), p. 7578-7587 10 p. (35th International Conference on Machine Learning, ICML 2018; vol. 11).

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

Learning low-dimensional temporal representations supplementary material

Su, B. & Wu, Y., Jan 1 2018, 35th International Conference on Machine Learning, ICML 2018. Krause, A. & Dy, J. (eds.). International Machine Learning Society (IMLS), p. 7588-7591 4 p. (35th International Conference on Machine Learning, ICML 2018; vol. 11).

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

Learning maximum margin temporal warping for action recognition

Wang, J. & Wu, Y., Jan 1 2013, Proceedings - 2013 IEEE International Conference on Computer Vision, ICCV 2013. Institute of Electrical and Electronics Engineers Inc., p. 2688-2695 8 p. 6751445. (Proceedings of the IEEE International Conference on Computer Vision).

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

50 Scopus citations

Learning Reconstruction-Based Remote Gaze Estimation

Yu, P., Zhou, J. & Wu, Y., Dec 9 2016, Proceedings - 29th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2016. IEEE Computer Society, p. 3447-3455 9 p. 7780744. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2016-December).

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

4 Scopus citations

Learning to estimate human pose with data driven belief propagation

Hua, G., Yang, M. H. & Wu, Y., Jan 1 2005, Proceedings - 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005. IEEE Computer Society, p. 747-754 8 p. 1467517. (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

85 Scopus citations

Measurement integration under inconsistency for robust tracking

Hua, G. & Wu, Y., Dec 22 2006, Proceedings - 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2006. p. 650-657 8 p. 1640816. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 1).

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

30 Scopus citations

Mining actionlet ensemble for action recognition with depth cameras

Wang, J., Liu, Z., Wu, Y. & Yuan, J., Oct 1 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2012. p. 1290-1297 8 p. 6247813. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

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

970 Scopus citations

Mining auxiliary objects for tracking by multibody grouping

Yang, M., Wu, Y. & Lao, S., Dec 1 2006, 2007 IEEE International Conference on Image Processing, ICIP 2007 Proceedings. p. III361-III364 4379321. (Proceedings - International Conference on Image Processing, ICIP; vol. 3).

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

1 Scopus citations

Mining compositional features for boosting

Yuan, J., Luo, J. & Wu, Y., Sep 23 2008, 26th IEEE Conference on Computer Vision and Pattern Recognition, CVPR. 4587347. (26th IEEE Conference on Computer Vision and Pattern Recognition, CVPR).

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

28 Scopus citations

Mining discriminative 3D Poselet for cross-view action recognition

Wang, J., Nie, X., Xia, Y. & Wu, Y., Jan 1 2014, 2014 IEEE Winter Conference on Applications of Computer Vision, WACV 2014. IEEE Computer Society, p. 634-639 6 p. 6836043. (2014 IEEE Winter Conference on Applications of Computer Vision, WACV 2014).

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

2 Scopus citations

Mining discriminative co-occurrence patterns for visual recognition

Yuan, J., Yang, M. & Wu, Y., Jan 1 2011, 2011 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2011. IEEE Computer Society, p. 2777-2784 8 p. 5995476. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

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

57 Scopus citations

Mining GPS traces and visual words for event classification

Yuan, J., Luo, J., Kautz, H. & Wu, Y., Dec 1 2008, Proceedings of the 1st International ACM Conference on Multimedia Information Retrieval, MIR2008, Co-located with the 2008 ACM International Conference on Multimedia, MM'08. p. 2-9 8 p. (Proceedings of the 1st International ACM Conference on Multimedia Information Retrieval, MIR2008, Co-located with the 2008 ACM International Conference on Multimedia, MM'08).

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

20 Scopus citations

Mining motifs from human motion

Meng, J., Yuan, J., Hans, M. & Wu, Y., 2008, Proceedings of the European Association for Computer Graphics Annual Conference (EUROGRAPHICS).

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

Mining repetitive clips through finding continuous paths

Yuan, J., Wang, W., Meng, J., Wu, Y. & Li, D., Dec 1 2007, Proceedings of the Fifteenth ACM International Conference on Multimedia, MM'07. p. 289-292 4 p.

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

11 Scopus citations

Mobile product image search by automatic query object extraction

Shen, X., Lin, Z., Brandt, J. & Wu, Y., Oct 30 2012, Computer Vision, ECCV 2012 - 12th European Conference on Computer Vision, Proceedings. PART 4 ed. p. 114-127 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7575 LNCS, no. PART 4).

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

28 Scopus citations

Modeling the constraints of human hand motion

Lin, J., Wu, Y. & Huang, T. S., Jan 1 2000, Proceedings - Workshop on Human Motion, HUMO 2000. Institute of Electrical and Electronics Engineers Inc., p. 121-126 6 p. 897381. (Proceedings - Workshop on Human Motion, HUMO 2000).

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

188 Scopus citations

Monocular video foreground/background segmentation by tracking spatial-color Gaussian mixture models

Yu, T., Zhang, C., Cohen, M., Rui, Y. & Wu, Y., Aug 1 2007, 2007 IEEE Workshop on Motion and Video Computing, WMVC 2007. 4118801. (2007 IEEE Workshop on Motion and Video Computing, WMVC 2007).

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

65 Scopus citations

Motion divergence fields for dynamic hand gesture recognition

Shen, X., Hua, G., Williams, L. & Wu, Y., Jun 17 2011, 2011 IEEE International Conference on Automatic Face and Gesture Recognition and Workshops, FG 2011. p. 492-499 8 p. 5771447. (2011 IEEE International Conference on Automatic Face and Gesture Recognition and Workshops, FG 2011).

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

10 Scopus citations

Motion from blur

Dai, S. & Wu, Y., Sep 23 2008, 26th IEEE Conference on Computer Vision and Pattern Recognition, CVPR. 4587582. (26th IEEE Conference on Computer Vision and Pattern Recognition, CVPR).

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

120 Scopus citations

Multimodal partial estimates fusion

Xu, J., Yuan, J. & Wu, Y., 2009, Proceedings of the Institute of Electrical and Electronics Engineers (IEEE) International Conference on Computer Vision (ICCV).

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

Multiple collaborative kernel tracking

Fan, Z., Wu, Y. & Yang, M., Jan 1 2005, Proceedings - 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005. IEEE Computer Society, p. 502-509 8 p. 1467483. (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

63 Scopus citations

Nonlocal matting

Lee, P. & Wu, Y., Sep 22 2011, 2011 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2011. p. 2193-2200 8 p. 5995665

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

100 Scopus citations

Nonparametric density estimation using wavelet transformation and scale-space zero-crossing reconstruction

Wu, Y., Li, B. & Ping, F. Y., Dec 1 1996, International Conference on Signal Processing Proceedings, ICSP. IEEE, Vol. 1. p. 319-322 4 p.

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

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

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

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 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

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

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

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 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

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

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

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

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

Vision-based gesture recognition: A review

Wu, Y. & Huang, T. S., Jan 1 1999, Gesture-Based Communication in Human-Computer Interaction - International Gesture Workshop, GW 1999, Proceedings. Braffort, A., Gherbi, R., Gibet, S., Teil, D. & Richardson, J. (eds.). Springer Verlag, p. 103-115 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1739).

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

286 Scopus citations

Visual panel: Virtual mouse, keyboard and 3D controller with an ordinary piece of paper

Zhang, Z., Wu, Y., Shan, Y. & Shafer, S., Nov 15 2001, Proceedings of the 2001 Workshop on Perceptive User Interfaces, PUI 2001. Association for Computing Machinery, 1 p. (ACM International Conference Proceeding Series; vol. 15-16-November-2001).

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

25 Scopus citations

Vital sign estimation from passive thermal video

Yang, M., Liu, Q., Turner, T. & Wu, Y., Sep 26 2008, 26th IEEE Conference on Computer Vision and Pattern Recognition, CVPR. 4587826. (26th IEEE Conference on Computer Vision and Pattern Recognition, CVPR).

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

26 Scopus citations

Wide-range, person- and illumination-insensitive head orientation estimation

Wu, Y. & Toyama, K., Jan 1 2000, Proceedings - 4th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2000. IEEE Computer Society, p. 183-188 6 p. 840632. (Proceedings - 4th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2000).

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

36 Scopus citations
Editorial

Guest Editors' Introduction to the Special Section on Learning with Shared Information for Computer Vision and Multimedia Analysis

Darrell, T., Lampert, C., Sebe, N., Wu, Y. & Yan, Y., May 1 2018, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 40, 5, p. 1029-1031 3 p.

Research output: Contribution to journalEditorial