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Article
2020

Baselines Extraction from Curved Document Images via Slope Fields Recovery

Meng, G., Pan, C., Xiang, S. & Wu, Y., Apr 1 2020, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 42, 4, p. 793-808 16 p., 8576546.

Research output: Contribution to journalArticle

2018

Active target tracking: A simplified view aligning method for binocular camera model

Li, X., Su, Y., Liu, Y., Zhai, S. & Wu, Y., Oct 2018, In : Computer Vision and Image Understanding. 175, p. 11-23 13 p.

Research output: Contribution to journalArticle

1 Scopus citations

Discriminative dimensionality reduction for multi-dimensional sequences

Su, B., Ding, X., Fellow, L., Wang, H. & Wu, Y., Jan 2018, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 40, 1, p. 77-91 15 p.

Research output: Contribution to journalArticle

20 Scopus citations

Heteroscedastic Max-Min Distance Analysis for Dimensionality Reduction

Su, B., Ding, X., Liu, C. & Wu, Y., Aug 2018, In : IEEE Transactions on Image Processing. 27, 8, p. 4052-4065 14 p.

Research output: Contribution to journalArticle

4 Scopus citations

Joint Video Object Discovery and Segmentation by Coupled Dynamic Markov Networks

Liu, Z., Wang, L., Hua, G., Zhang, Q., Niu, Z., Wu, Y. & Zheng, N., Dec 2018, In : IEEE Transactions on Image Processing. 27, 12, p. 5840-5853 14 p., 8423204.

Research output: Contribution to journalArticle

6 Scopus citations

Motion Correlation Discovery for Visual Tracking

Zhang, W., Zhong, S., Xu, W. & Wu, Y., Nov 2018, In : IEEE Signal Processing Letters. 25, 11, p. 1720-1724 5 p., 8476158.

Research output: Contribution to journalArticle

基于协同重排序的手势识别方法

Translated title of the contribution: Collaborative Reranking: A Novel Approach for Hand Pose EstimationZhang, Z., Zhong, S., Wu, Y. & Wang, J., Nov 1 2018, In : Jisuanji Fuzhu Sheji Yu Tuxingxue Xuebao/Journal of Computer-Aided Design and Computer Graphics. 30, 11, p. 2182-2192 11 p.

Research output: Contribution to journalArticle

2017

Discriminative transformation for multi-dimensional temporal sequences

Su, B., Ding, X., Liu, C., Wang, H. & Wu, Y., Jul 2017, In : IEEE Transactions on Image Processing. 26, 7, p. 3579-3593 15 p., 7929315.

Research output: Contribution to journalArticle

7 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

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
2016

Context region discovery for automatic motion compensation in fluoroscopy

Xia, Y., Hussein, S., Singh, V., John, M., Wu, Y. & Chen, T., Jun 1 2016, In : International Journal of Computer Assisted Radiology and Surgery. 11, 6, p. 977-985 9 p.

Research output: Contribution to journalArticle

3 Scopus citations
2015

A novel unsupervised approach to discovering regions of interest in traffic images

An, Z., Shi, Z., Wu, Y. & Zhang, C., Aug 1 2015, In : Pattern Recognition. 48, 8, p. 2581-2591 11 p., 5339.

Research output: Contribution to journalArticle

5 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
2014
20 Scopus citations

Context-aware discovery of visual co-occurrence patterns

Wang, H., Yuan, J. & Wu, Y., Jan 1 2014, In : IEEE Transactions on Image Processing. 23, 4, p. 1805-1819 15 p., 6748072.

Research output: Contribution to journalArticle

11 Scopus citations

Learning actionlet ensemble for 3D human action recognition

Wang, J., Liu, Z., Wu, Y. & Yuan, J., May 2014, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 36, 5, p. 914-927 14 p., 6626306.

Research output: Contribution to journalArticle

226 Scopus citations

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

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
2013

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

What are we tracking: A unified approach of tracking and recognition

Fan, J., Shen, X. & Wu, Y., Jan 21 2013, In : IEEE Transactions on Image Processing. 22, 2, p. 549-560 12 p., 6302190.

Research output: Contribution to journalArticle

23 Scopus citations
2012

Discovering thematic objects in image collections and videos

Yuan, J., Zhao, G., Fu, Y., Li, Z., Katsaggelos, A. K. & Wu, Y., Apr 1 2012, In : IEEE Transactions on Image Processing. 21, 4, p. 2207-2219 13 p., 6112717.

Research output: Contribution to journalArticle

31 Scopus citations

Discriminative metric preservation for tracking low-resolution targets

Jiang, N., Su, H., Liu, W. & Wu, Y., Mar 1 2012, In : IEEE Transactions on Image Processing. 21, 3, p. 1284-1297 14 p., 6015550.

Research output: Contribution to journalArticle

3 Scopus citations

Dynamic hand gesture recognition: An exemplar-based approach from motion divergence fields

Shen, X., Hua, G., Williams, L. & Wu, Y., Mar 2012, In : Image and Vision Computing. 30, 3, p. 227-235 9 p.

Research output: Contribution to journalArticle

51 Scopus citations

Mining visual collocation patterns via self-supervised subspace learning

Yuan, J. & Wu, Y., Apr 1 2012, In : IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics. 42, 2, p. 334-346 13 p., 6095381.

Research output: Contribution to journalArticle

11 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

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

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
2011

Discovering the thematic object in commercial videos

Zhao, G., Yuan, J., Xu, J. & Wu, Y., Jul 1 2011, In : IEEE Multimedia. 18, 3, p. 56-64 9 p., 5871574.

Research output: Contribution to journalArticle

14 Scopus citations

Discriminative video pattern search for efficient action detection

Yuan, J., Liu, Z. & Wu, Y., Oct 31 2011, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 33, 9, p. 1728-1743 16 p., 5719621.

Research output: Contribution to journalArticle

130 Scopus citations

Learning adaptive metric for robust visual tracking

Jiang, N., Liu, W. & Wu, Y., Aug 1 2011, In : IEEE Transactions on Image Processing. 20, 8, p. 2288-2300 13 p., 5713836.

Research output: Contribution to journalArticle

72 Scopus citations

Learning spatio-temporal dependency of local patches for complex motion segmentation

Xu, J., Yuan, J. & Wu, Y., Mar 1 2011, In : Computer Vision and Image Understanding. 115, 3, p. 334-351 18 p.

Research output: Contribution to journalArticle

4 Scopus citations
2010

AdaBoost-based face detection for embedded systems

Yang, M., Crenshaw, J., Augustine, B., Mareachen, R. & Wu, Y., Nov 1 2010, In : Computer Vision and Image Understanding. 114, 11, p. 1116-1125 10 p.

Research output: Contribution to journalArticle

45 Scopus citations

Connectivity-based skeleton extraction in wireless sensor networks

Jiang, H., Liu, W., Wang, D., Tian, C., Bai, X., Liu, X., Wu, Y. & Liu, W., Feb 26 2010, In : IEEE Transactions on Parallel and Distributed Systems. 21, 5, p. 710-721 12 p., 5159344.

Research output: Contribution to journalArticle

34 Scopus citations

Human tracking using convolutional neural networks

Fan, J., Xu, W., Wu, Y. & Gong, Y., Oct 1 2010, In : IEEE Transactions on Neural Networks. 21, 10, p. 1610-1623 14 p., 5559504.

Research output: Contribution to journalArticle

224 Scopus citations

Mining compositional features from gps and visual cues for event recognition in photo collections

Yuan, J., Luo, J. & Wu, Y., Nov 1 2010, In : IEEE Transactions on Multimedia. 12, 7, p. 705-716 12 p., 5475268.

Research output: Contribution to journalArticle

28 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
2009

A dynamic hierarchical clustering method for trajectory-based unusual video event detection

Jiang, F., Wu, Y. & Katsaggelos, A. K., Mar 10 2009, In : IEEE Transactions on Image Processing. 18, 4, p. 907-913 7 p.

Research output: Contribution to journalArticle

82 Scopus citations

Context-aware visual tracking

Yang, M., Wu, Y. & Hua, G., Apr 21 2009, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 31, 7, p. 1195-1209 15 p.

Research output: Contribution to journalArticle

186 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

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
2008

Locality versus globality: Query-driven localized linear models for facial image computing

Fu, Y., Li, Z., Yuan, J., Wu, Y. & Huang, T. S., Dec 1 2008, In : IEEE Transactions on Circuits and Systems for Video Technology. 18, 12, p. 1741-1752 12 p., 4625970.

Research output: Contribution to journalArticle

25 Scopus citations

Mining recurring events through forest growing

Yuan, J., Meng, J., Wu, Y. & Luo, J., Nov 1 2008, In : IEEE Transactions on Circuits and Systems for Video Technology. 18, 11, p. 1597-1607 11 p., 4630766.

Research output: Contribution to journalArticle

6 Scopus citations
2007

A decentralized probabilistic approach to articulated body tracking

Hua, G. & Wu, Y., Dec 1 2007, In : Computer Vision and Image Understanding. 108, 3, p. 272-283 12 p.

Research output: Contribution to journalArticle

11 Scopus citations

Multiple collaborative kernel tracking

Fan, Z., Yang, M. & Wu, Y., Jul 1 2007, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 29, 7, p. 1268-1273 6 p.

Research output: Contribution to journalArticle

39 Scopus citations
2006

A field model for human detection and tracking

Wu, Y. & Yu, T., May 1 2006, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 28, 5, p. 753-765 13 p.

Research output: Contribution to journalArticle

62 Scopus citations

Iterative local-global energy minimization for automatic extraction of objects of interest

Hua, G., Liu, Z., Zhang, Z. & Wu, Y., Dec 1 2006, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 28, 10, p. 1701-1706 6 p.

Research output: Contribution to journalArticle

20 Scopus citations

Multibody grouping by inference of multiple subspaces from high-dimensional data using oriented-frames

Fan, Z., Zhou, J. & Wu, Y., Jan 1 2006, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 28, 1, p. 91-104 14 p.

Research output: Contribution to journalArticle

23 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
2005

Analyzing and capturing ariculated hand motion in image sequences

Wu, Y., Lin, J. & Huang, T. S., Dec 1 2005, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 27, 12, p. 1910-1922 13 p.

Research output: Contribution to journalArticle

72 Scopus citations

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