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Research Output

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

A Modulation Module for Multi-task Learning with Applications in Image Retrieval

Zhao, X., Li, H., Shen, X., Liang, X. & 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. 415-432 18 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

3 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

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

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

5 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

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

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

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

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

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

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

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

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

Message from the general and program chairs

Liu, Y., Rehg, J. M., Taylor, C. J., Wu, Y., Chellappa, R., Hoogs, A. & Zhang, Z., Nov 6 2017, In : Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017. 2017-January, p. liv-lv

Research output: Contribution to journalEditorial

Message from the General and Program Chairs

Liu, Y., Rehg, J. M., Taylor, C. J., Wu, Y., Chellappa, R., Hoogs, A. & Zhang, Z., Aug 22 2017, In : IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops. 2017-July, p. xxix-xxx 8014739.

Research output: Contribution to journalEditorial

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

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

4 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

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

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

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
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

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

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

Conclusion

Wang, J., Liu, Z. & Wu, Y., Jan 1 2014, SpringerBriefs in Computer Science. 9783319045603 ed. Springer, p. 57-58 2 p. (SpringerBriefs in Computer Science; no. 9783319045603).

Research output: Chapter in Book/Report/Conference proceedingChapter

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

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

143 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

Introduction

Wang, J., Liu, Z. & Wu, Y., Jan 1 2014, In : SpringerBriefs in Computer Science. 9783319045603, p. 1-9 9 p.

Research output: Contribution to journalEditorial

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

224 Scopus citations

Learning Actionlet Ensemble for 3D Human Action Recognition

Wang, J., Liu, Z. & Wu, Y., Jan 1 2014, SpringerBriefs in Computer Science. 9783319045603 ed. Springer, p. 11-40 30 p. (SpringerBriefs in Computer Science; no. 9783319045603).

Research output: Chapter in Book/Report/Conference proceedingChapter

54 Scopus citations

Learning fine-grained image similarity with deep ranking

Wang, J., Song, Y., Leung, T., Rosenberg, C., Wang, J., Philbin, J., Chen, B. & Wu, Y., Sep 24 2014, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE Computer Society, p. 1386-1393 8 p. 6909576. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

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

511 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

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

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

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
2013

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

Large displacement optical flow from nearest neighbor fields

Chen, Z., Jin, H., Lin, Z., Cohen, S. & Wu, Y., Nov 15 2013, In : Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 2443-2450 8 p., 6619160.

Research output: Contribution to journalConference article

103 Scopus citations

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

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