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Research Output

Cross-view action modeling, learning, and recognition

Wang, J., Nie, X., Xia, Y., Wu, Y. & Zhu, S. C., Sep 24 2014, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE Computer Society, p. 2649-2656 8 p. 6909735. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

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

144 Scopus citations

Decentralized multiple target tracking using netted collaborative autonomous trackers

Yu, T. & Wu, Y., Jan 1 2005, Proceedings - 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005. IEEE Computer Society, p. 939-946 8 p. 1467367. (Proceedings - 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005; vol. I).

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

33 Scopus citations

Decomposing and regularizing sparse/non-sparse components for motion field estimation

Chen, Z., Wang, J. & Wu, Y., Oct 1 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2012. p. 1776-1783 8 p. 6247874. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

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

14 Scopus citations

Deeply Learned Compositional Models for Human Pose Estimation

Tang, W., Yu, P. & Wu, Y., Jan 1 2018, Computer Vision – ECCV 2018 - 15th European Conference, 2018, Proceedings. Ferrari, V., Sminchisescu, C., Hebert, M. & Weiss, Y. (eds.). Springer Verlag, p. 197-214 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11207 LNCS).

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

6 Scopus citations

Deep Networks for Degraded Document Image Binarization through Pyramid Reconstruction

Meng, G., Yuan, K., Wu, Y., Xiang, S. & Pan, C., Jan 25 2018, Proceedings - 14th IAPR International Conference on Document Analysis and Recognition, ICDAR 2017. IEEE Computer Society, p. 727-732 6 p. (Proceedings of the International Conference on Document Analysis and Recognition, ICDAR; vol. 1).

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

7 Scopus citations

Detecting and aligning faces by image retrieval

Shen, X., Lin, Z., Brandt, J. & Wu, Y., Nov 15 2013, In : Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 3460-3467 8 p., 6619288.

Research output: Contribution to journalConference article

110 Scopus citations

Detecting contextual anomalies of crowd motion in surveillance video

Jiang, F., Wu, Y. & Katsaggelos, A. K., Jan 1 2009, 2009 IEEE International Conference on Image Processing, ICIP 2009 - Proceedings. IEEE Computer Society, p. 1117-1120 4 p. 5414535. (Proceedings - International Conference on Image Processing, ICIP).

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

41 Scopus citations

Detector ensemble

Dai, S., Yang, M., Wu, Y. & Katsaggelos, A. K., Oct 12 2007, 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR'07. 4270299

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

21 Scopus citations

Differential tracking based on Spatial-Appearance Model (SAM)

Yu, T. & Wu, Y., Dec 22 2006, Proceedings - 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2006. p. 720-727 8 p. 1640825. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 1).

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

32 Scopus citations

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

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

Discovery of collocation patterns: From visual words to visual phrases

Junsong, Y., Ying, W. & Ming, Y., Oct 11 2007, 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR'07. 4270247. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

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

192 Scopus citations

Discriminant-EM algorithm with application to image retrieval

Wu, Y., Tian, Q. & Huang, T. S., Jan 1 2000, In : Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. 1, p. 222-227 6 p.

Research output: Contribution to journalArticle

158 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

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

Discriminative spatial attention for robust tracking

Fan, J., Wu, Y. & Dai, S., Jan 1 2010, Computer Vision, ECCV 2010 - 11th European Conference on Computer Vision, Proceedings. PART 1 ed. Springer Verlag, p. 480-493 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6311 LNCS, no. PART 1).

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

72 Scopus citations

Discriminative subvolume search for efficient action detection

Yuan, J., Liu, Z. & Wu, Y., Jan 1 2009, 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2009. IEEE Computer Society, p. 2442-2449 8 p. 5206671. (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

198 Scopus citations

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

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

Distributed data association and filtering for multiple target tracking

Yu, T., Wu, Y., Krahnstoever, N. O. & Tu, P. H., Sep 23 2008, 26th IEEE Conference on Computer Vision and Pattern Recognition, CVPR. 4587560. (26th IEEE Conference on Computer Vision and Pattern Recognition, CVPR).

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

18 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

Easy Identification from Better Constraints: Multi-shot Person Re-identification from Reference Constraints

Zhou, J., Su, B. & Wu, Y., Dec 14 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2018. IEEE Computer Society, p. 5373-5381 9 p. 8578661. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

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

6 Scopus citations

Efficient Online Local Metric Adaptation via Negative Samples for Person Re-identification

Jianhuan, Z., Yu, P., Tang, W. & Wu, Y., 2017, Proceedings of the IEEE International Conference on Computer Vision. IEEE, p. 2439-2447 9 p. 8237527

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

37 Scopus citations

Efficient optimal kernel placement for reliable visual tracking

Fan, Z., Yang, M., Wu, Y., Hua, G. & Yu, T., Dec 22 2006, Proceedings - 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2006. p. 658-665 8 p. 1640817. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 1).

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

25 Scopus citations

Estimating space-variant motion blur without deblurring

Dai, S. & Wu, Y., 2008, 2008 IEEE International Conference on Image Processing, ICIP 2008 Proceedings. p. 661-664 4 p. 4711841. (Proceedings - International Conference on Image Processing, ICIP).

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

13 Scopus citations

Exploiting sparsity in dense optical flow

Shen, X. & Wu, Y., Dec 1 2010, 2010 IEEE International Conference on Image Processing, ICIP 2010 - Proceedings. p. 741-744 4 p. 5652036

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

4 Scopus citations

Exploiting Vector Fields for Geometric Rectification of Distorted Document Images

Meng, G., Su, Y., Wu, Y., Xiang, S. & Pan, C., Jan 1 2018, Computer Vision – ECCV 2018 - 15th European Conference, 2018, Proceedings. Weiss, Y., Ferrari, V., Sminchisescu, C. & Hebert, M. (eds.). Springer Verlag, p. 180-195 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11220 LNCS).

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

1 Scopus citations

Face detection for automatic exposure control in handheld camera

Yang, M., Crenshaw, J., Augustine, B., Mareachen, R. & Wu, Y., Oct 10 2006, Proceedings of the Fourth IEEE International Conference on Computer Vision Systems, ICVS'06. 1 p. 1578705. (Proceedings of the Fourth IEEE International Conference on Computer Vision Systems, ICVS'06; vol. 2006).

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

34 Scopus citations

False positive reduction in lung GGO nodule detection with 3D volume shape descriptor

Yang, M., Periaswamy, S. & Wu, Y., Aug 6 2007, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '07. p. I437-I440 4217110. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 1).

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

9 Scopus citations

Fictitious GAN: Training GANs with Historical Models

Ge, H., Xia, Y., Chen, X., Berry, R. & Wu, Y., Jan 1 2018, Computer Vision – ECCV 2018 - 15th European Conference, 2018, Proceedings. Hebert, M., Ferrari, V., Sminchisescu, C. & Weiss, Y. (eds.). Springer Verlag, p. 122-137 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11205 LNCS).

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

Finding the right exemplars for reconstructing single image super-resolution

Zhou, J. & Wu, Y., Aug 3 2016, 2016 IEEE International Conference on Image Processing, ICIP 2016 - Proceedings. IEEE Computer Society, Vol. 2016-August. p. 1414-1418 5 p. 7532591

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

From frequent itemsets to semantically meaningful visual patterns

Yuan, J., Wu, Y. & Yang, M., Dec 14 2007, KDD-2007: Proceedings of the Thirteenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 864-873 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

42 Scopus citations

Fused discriminative metric learning for low resolution pedestrian detection

Li, X., Liu, Y., Chen, Z., Zhou, J. & Wu, Y., Aug 29 2018, 2018 IEEE International Conference on Image Processing, ICIP 2018 - Proceedings. IEEE Computer Society, p. 958-962 5 p. 8451791. (Proceedings - International Conference on Image Processing, ICIP).

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

2 Scopus citations

Game-theoretic multiple target tracking

Yang, M., Yu, T. & Wu, Y., Dec 1 2007, 2007 IEEE 11th International Conference on Computer Vision, ICCV. 4408942

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

39 Scopus citations

Granularity and elasticity adaptation in visual tracking

Yang, M. & Wu, Y., Sep 23 2008, 26th IEEE Conference on Computer Vision and Pattern Recognition, CVPR. 4587550. (26th IEEE Conference on Computer Vision and Pattern Recognition, CVPR).

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

6 Scopus citations

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

Hand modeling analysis, and recognition: For vision-based human computer interaction

Wu, Y. & Huang, T. S., May 2001, In : IEEE Signal Processing Magazine. 18, 3, p. 51-60 10 p.

Research output: Contribution to journalArticle

174 Scopus citations

Heteroscedastic max-min distance analysis

Su, B., Ding, X., Liu, C. & Wu, Y., Oct 14 2015, IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2015. IEEE Computer Society, Vol. 07-12-June-2015. p. 4539-4547 9 p. 7299084

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

19 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

Hierarchical dynamic parsing and encoding for action recognition

Su, B., Zhou, J., Ding, X., Wang, H. & Wu, Y., Jan 1 2016, Computer Vision - 14th European Conference, ECCV 2016, Proceedings. Sebe, N., Leibe, B., Welling, M. & Matas, J. (eds.). Springer Verlag, p. 202-217 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9908 LNCS).

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

14 Scopus citations

Human Action Recognition with Depth Cameras

Wang, J., Liu, Z. & Wu, Y., 2014, Springer International Publishing. 65 p.

Research output: Book/ReportBook

Open Access

Human action segmentation using 3D fully convolutional network

Yu, P., Wang, J. & Wu, Y., Jan 1 2017, British Machine Vision Conference 2017, BMVC 2017. BMVA Press, (British Machine Vision Conference 2017, BMVC 2017).

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

2 Scopus citations

Human hand modeling, analysis and animation in the context of HCI

Wu, Y. & Huang, T. S., Dec 1 1999, IEEE International Conference on Image Processing. IEEE, Vol. 3. p. 6-10 5 p.

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

35 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

Image spam hunter

Gao, Y., Yang, M., Zhao, X., Pardo, B. A., Wu, Y., Pappas, T. N. & Choudhary, A. N., Sep 16 2008, 2008 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP. p. 1765-1768 4 p. 4517972. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

38 Scopus citations

Incorporate discriminant analysis with EM algorithm in image retrieval

Tian, Q., Wu, Y. & Huang, T. S., Dec 1 2000, IEEE International Conference on Multi-Media and Expo. I/MONDAY ed. p. 299-302 4 p.

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

9 Scopus citations
4 Scopus citations

Integrating unlabeled images for image retrieval based on relevance feedback

Wu, Y., Tian, Q. & Huang, T. S., Jan 1 2000, Proceedings - 15th International Conference on Pattern Recognition, ICPR 2000 - Volume 1: Computer Vision and Image Analysis. Institute of Electrical and Electronics Engineers Inc., p. 21-24 4 p. 905268. (Proceedings - International Conference on Pattern Recognition; vol. 1).

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

10 Scopus citations

Intelligent collaborative tracking by mining auxiliary objects

Yang, M., Wu, Y. & Lao, S., Dec 22 2006, Proceedings - 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2006. p. 697-704 8 p. 1640822. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 1).

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

21 Scopus citations

Interactive and Incremental Learning via a Mixture of Supervised and Unsupervised Learning Strategies

Liu, Q., Levinson, S., Wu, Y. & Huang, T., Dec 1 2000, Proceedings of the Fifth Joint Conference on Information Sciences, JCIS 2000, Volume 1. Wang, P. P. & Wang, P. P. (eds.). 1 ed. p. 555-558 4 p. (Proceedings of the Joint Conference on Information Sciences; vol. 5, no. 1).

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

4 Scopus citations