Basic Information

                 

                    Le Wang, Ph.D.

                        Associate Professor

  Institute of Artificial Intelligence and Robotics

                    Xi'an Jiaotong University

                                王乐,博士

                       副教授,硕士生导师

                   人工智能与机器人研究所

                       电子与信息工程学院

                             西安交通大学

Contact Information

Email: lewang at xjtu.edu.cn

           wangleabc at gmail.com

Mail: Institute of Artificial Intelligence and

         Robotics, Xi'an Jiaotong University,

         28 Xianning West Road, Xi'an, 

         Shaanxi, 710049, China

Office: Room 307, Science Building

站点计数器
Biography

Le Wang is an associate professor of Xi'an Jiaotong University. He received his Ph.D. degree in Control Science and Engineering and a B.S. degree in Automation both from Xi'an Jiaotong University in 2014 and 2008, respectively. From 2016 to 2017, he was a visiting scholar with Northwestern University, Evanston, IL, USA. From 2013 to 2014, he was a visiting Ph.D. student with Stevens Institute of Technology, Hoboken, NJ, USA. He joined Xi'an Jiaotong University in October, 2014. He is a member of the IEEE, CAA, CCF, and CSIG.

Work

Xi'an Jiaotong University, Xi'an, Shaanxi, China                                                                         07/2018 - Present

      Associate Professor, Institute of Artificial Intelligence and Robotics

Xi'an Jiaotong University, Xi'an, Shaanxi, China                                                                         10/2014 - 06/2018

      Assistant Professor, Institute of Artificial Intelligence and Robotics

Northwestern University, Evanston, IL, USA                                                                               01/2016 - 01/2017

      Visiting Scholar, Electrical and Computer Engineering, supervised by Prof. Ying Wu

Education

Xi'an Jiaotong University, Xi'an, Shaanxi, China                                                                         09/2008 - 09/2014

    Ph.D. in Control Science and Engineering

Stevens Institute of Technology, Hoboken, NJ, USA                                                                   09/2013 - 03/2014

   Visiting Ph.D. student in Computer Science supervised by Prof. Gang Hua

Xi’an Jiaotong University, Xi'an, Shaanxi, China                                                                         09/2004 - 07/2008

   B.E. in Automation

Research Interests

Computer Vision and Pattern Recognition

  • Image/Video Object Segmentation
  • Image/Video Analysis and Understanding
  • Action and Event Analysis and Understanding

Deep Learning

Publications

  1. Zhanning Gao, Le Wang*, Nebojsa Jojic, Zhenxing Niu, Nanning Zheng, and Gang Hua, "Video Imprint", IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2018.
  2. ZIyi Liu, Le Wang*, Gang Hua, Qilin Zhang, Zhenxing Niu, Ying Wu, and Nanning Zheng, "Joint Video Object Discovery and Segmentation by Coupled Dynamic Markov Networks", IEEE Transactions on Image Processing (T-IP), Vol. 27, Issue 12, pp. 5840-5853, December, 2018.
  3. Le Wang*, Xuhuan Duan, Qilin Zhang, Zhenxing Niu, Gang Hua, and Nanning Zheng, "Segment-tube: Spatio-temporal Action Localization in Untrimmed Videos with Per-frame Segmentation", Sensors, 18(5), 1657, 2018.
  4. Xin Lv, Le Wang*, Qilin Zhang, Nanning Zheng, and Gang Hua, "Video Object Co-segmentation from Noisy Videos by a Multi-level Hypergraph Model", in Proc. IEEE International Conference on Image Processing (ICIP'2018), Athens, Greece, 7-10 October, 2018.
  5. Xuhuan Duan, Le Wang*, Changbo Zhai, Qilin Zhang, Zhenxing Niu, Nanning Zheng, and Gang Hua, "Joint Spatio-temporal Action Localization in Untrimmed Videos with Per-frame Segmentation", in Proc. IEEE International Conference on Image Processing (ICIP'2018), Athens, Greece, 7-10 October, 2018. (Oral Presentation)
  6. Jinliang Zang, Le Wang*, Ziyi Liu, Qilin Zhang, Gang Hua, and Nanning Zheng, "Attention-based Temporal Weighted Convolutional Neural Network for Action Recognition", in Proc. IFIP International Conference on Artificial Intelligence Applications and Innovations (AIAI'2018), pp. 97-108, Rhodes, Greece, 25-27 May, 2018. (Oral Presentation)
  7. Ziyi Liu, Le Wang*, and Nanning Zheng, "Content-Aware Attention Network for Action Recognition", in Proc. IFIP International Conference on Artificial Intelligence Applications and Innovations (AIAI'2018), pp. 109-120, Rhodes, Greece, 25-27 May, 2018. (Oral Presentation)
  8. Chi Zhang, Yuehu Liu, Qilin Zhang, and Le Wang, "A Graded Offline Evaluation Framework for Intelligent Vehicle's Cognitive Ability", in Proc. IEEE Intelligent Vehicles Symposium (IV'2018), Changshu, China, 26-29 June, 2018. (Oral Presentation)
  9. Zhenxing Niu, Gang Hua, Le Wang, and Xinbo Gao, "Knowledge Based Topic Model for Unsupervised Object Discovery and Localization", IEEE Transactions on Image Processing (T-IP), Vol. 27, Issue 1, pp. 50-63, January, 2018.
  10. Zhenxing Niu, Mo Zhou, Le Wang, Xinbo Gao, and Gang Hua, "Hierarchical Multimodal LSTM for Dense Visual-Semantic Embedding",  in Proc. International Conference on Computer Vision (ICCV'2017), pp. 1899-1907, Venice, Italy, 22-29 October, 2017.
  11. Le Wang, Gang Hua, Rahul Sukthankar, Jianru Xue, Zhenxing Niu, and Nanning Zheng, "Video Object Discovery and Co-Segmentation with Extremely Weak Supervision", IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), Vol. 39, Issue 10, pp. 2074-2088, October, 2017.
  12. Zhanning Gao, Gang Hua, Dongqing Zhang, Nebojsa Jojic, Le Wang, Jianru Xue, and Nanning Zheng, "ER3: A Unified Framework for Event Retrieval, Recognition and Recounting", in Proc. IEEE International Conference on Computer Vision and Pattern Recognition (CVPR'2017), pp. 2107-2116, Honolulu, Hawaii, 21-26 July, 2017.
  13. Zhenxing Niu, Mo Zhou, Le Wang, Xinbo Gao, and Gang Hua, "Ordinal Regression with Multiple Output CNN for Age Estimation", in Proc. IEEE International Conference on Computer Vision and Pattern Recognition (CVPR'2016), pp. 4920-4928, Las Vegas, NV, 26 June-1 July, 2016.
  14. Le Wang, Gang Hua, Jianru Xue, Zhanning Gao, and Nanning Zheng, "Joint Segmentation and Recognition of Categorized Objects from Noisy Web Image Collection", IEEE Transactions on Image Processing (T-IP), Vol. 23, Issue 9, pp. 4070-4086, September, 2014.
  15. Le Wang, Gang Hua, Rahul Sukthankar, Jianru Xue, and Nanning Zheng, "Video Object Discovery and Co-segmentation with Extremely Weak Supervision", in Proc. European Conference on Computer Vision (ECCV'2014), pp. 640-655, Zurich, Switzerland, 6-12 September, 2014. [Spotlight] [Poster]
  16. Jianru Xue, Le Wang, Nanning Zheng, and Gang Hua, "Automatic salient object extraction with contextual cue and its applications to recognition and alpha matting", Pattern Recognition (PR), Vol. 46, Issue 11, pp. 2874-2889, November, 2013. (1st student author, my Ph.D. supervisor is the 1st author.)
  17. Le Wang, Jianru Xue, Nanning Zheng, and Gang Hua, "Concurrent Segmentation of Categorized Objects from an Image Collection", in Proc. IAPR International Conference on Pattern Recognition (ICPR'2012), pp. 3309-3312, Tsukuba, Japan, 11-15 November, 2012. (Oral Presentation)
  18. Le Wang, Jianru Xue, Nanning Zheng, and Gang Hua, "Automatic Salient Object Extraction with Contextual Cue", in Proc. IEEE International Conference on Computer Vision (ICCV'2011), pp.105-112, Barcelona, Spain, 6-13 November, 2011. [Demo] [Poster]
  19. Shanmin Pang, Jianru Xue, Le Wang, and Nanning Zheng, "Large-Scale Bundle Adjustment by Parameter Vector Partition", in Proc. Asian Conference on Computer Vision (ACCV'2012), pp. 26-39, Daejeon, Korea, 5-9 November, 2012. (Best Application Paper Award, Oral Presentation)
  20. Ce Li, Jianru Xue, Xuguang Lan, Miao Hui, Le Wang, and Nanning Zheng, "Multi-regions in the Scalable Video Coding Method", in Proc. International Congress on Image and Signal Processing (CISP'2010), Yantai, China, 16-18 October, 2010.

 

Patents

  1. 吕欣,王乐,郑南宁,“一种基于多层超图模型的多视频目标协同分割方法”,申请号:2018109981627,申请时间:2018.08.29.
  2. 王乐,刘子熠,郑南宁,“一种基于耦合动态马尔科夫网络的视频目标发现与分割方法”,申请号:2018108658811,申请时间:2018.08.01.
  3. 薛建儒,王乐,高占宁,“一种网络图像自主收集与筛选方法”,授权号:201210336284.2,授权时间:2015.08.05.
Grants

  1. Sub-Program PI, "Theory, Methods and Key Technologies for Deep Learning of Next Generation", The National Key Research and Development Program of China 2017YFA0700800, 05/01/2018 - 04/30/2022.
  2. PI, "Spatiotemporal Context Aware Action and Event Co-segmentation from Multiple Videos", Special Program of China Postdoctoral Science Foundation 2017T100752, 01/01/2017 - 12/31/2019.
  3. PI, "Spatiotemporal Context Aware Thematic Object Discovery and Segmentation from Web Videos", Research Fund for Young Scholars of National Natural Science Foundation of China (NSFC) 61503296, 01/01/2016 - 12/31/2018.
  4. PI, "Video Object Discovery and Co-segmentation with Contextual Modeling", General Program of China Postdoctoral Science Foundation 2015M572563, 01/01/2015 - 12/31/2016.
  5. PI, "Joint Video Object Retrieval and Segmentation by Spatiotemporal Correlation", Innovation Program of Fundamental Research Funds for the Central Universities XJJ2015066, 01/01/2015 - 12/31/2017.

 

Services

 Reviewer for International Journals:

  • International Journal of Computer Vision (IJCV), 2018 -
  • IEEE Transactions on Multimedia (T-MM), 2017 - 
  • Computational Visual Media (CVMJ), 2017-
  • IET Computer Vision, 2017-
  • IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), 2016 - 
  • 自动化学报, 2016 -
  • IEEE Transactions on Neural Networks and Learning Systems (T-NNLS), 2015 -
  • Computer Vision and Image Understanding (CVIU), 2015 - 
  • Journal of Machine Vision and Application (MVA), 2014 -
  • The Visual Computer (TVCJ), 2014 -
  • IEEE Transaction on Image Processing (T-IP), 2013 -
Reviewer for International Conferences:
  • IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2017, 2018
  • IEEE International Conference on Computer Vision (ICCV), 2015, 2017
  • European Conference on Computer Vision (ECCV), 2018
  • IEEE International Midwest Symposium on Circuits & Systems (MWSCAS), 2018
  • Computational Visual Media Conference (CVM), 2017
  • IEEE International Conference on Image Processing (ICIP), 2016, 2017, 2018
  • British Machine Vision Conference (BMVC), 2015
  • IEEE International Conference on Multimedia & Expo (ICME), 2014
  • Asian Conference on Computer Vision (ACCV), 2014, 2018
Reviewer for Grant Proposal:
  • National Natural Science Foundation of China (NSFC), 2016, 2017, 2018
Program Committee: