个人信息

贾云得博士，威尼斯87978797二级教授，博士生导师，威尼斯87978797学术委员会委员。1995年至1997年在美国卡内基-梅隆大学（CMU）威尼斯87978797客座研究，2011年在澳大利亚国立大学（ANU）客座研究。发表学术论文200余篇，获得国家发明专利12项。

http://iitlab.bit.edu.cn/mcislab/~jiayunde/

科研方向

计算机视觉、人工智能、认知计算、智能系统

代表性学术成果

近3年发表的部分学术论文（2019-2022）

1. GAO Zhi, WU Yuwei, FAN Xiaomeng, Mehrtash Harandi, and JIA Yunde, Learning to Optimize on Riemannian Manifolds, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), (minor revision)2022.

2. GAO Zhi, WU Yuwei, Mehrtash Harandi, and JIA Yunde, Curvature Adaptive Meta Learning in Constant Curvature Spaces for Non Euclidean Data, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022.

3. MENG Qinghao, WANG Wenguan, ZHOU Tianfei, SHEN Jianbing, JIA Yunde, and Luc Van Gool, Towards a Weakly Supervised Framework for 3D Point Cloud Object Detection and Annotation, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022.

4. JIA Yunde, DONG Yanmei, XU Bin, and SUN Che, TIUI: Touching a Live Video for Teleoperation，IEEE Transactions on Mobile Computing (TMC), 2022.

5. SUN Che, SONG Hao, WU Xinxiao, JIA Yunde, and LUO Jiebo, Exploiting Informative Video Segments for Action Localization, IEEE Transactions on Multimedia (TMM), 2022.

6. DAI Jindou, WU Yuwei, GAO Zhi, and JIA Yunde, Infinite-dimensional Feature Aggregation via a Factorized Bilinear Model，Pattern Recognition, 2022.

7. DONG Yanmei, ZHANG Lijia, XU Bin, WU Yuwei, PEI Mingtao, and JIA Yunde, Stitching Video Streams from a Fisheye Lens Camera and a Wide-Angle Lens Camera for Telepresence Robots, IJSROBOT, 2022.

8. Dong Yanmei, PEI Mingtao WU Yuwei，and JIA Yunde, Stitching Images from a Conventional Camera and a Fisheye Camera based on Nonrigid Warping, Multimedia tools and application, 2022.

9. 沈伟超，马天朔，武玉伟，贾云得，基于部件的高分辨率三维重建方法，计算机辅助设计与图形学学报，2022.

10. FAN Xiaomeng, GAO Zhi, WU Yuwei, JIA Yunde, and Mehrtash Harandi, Learning a Gradient-Free Riemannian Optimizer on Tangent Spaces, In Proc. Association for the Advancement of Artificial Intelligence (AAAI), 2022.

11. JING Chenchen, WU Yuwei, and JIA Yunde, Learning the Dynamics of Visual Relational Reasoning via Reinforced Path Routing, In Proc. Association for the Advancement of Artificial Intelligence (AAAI), 2022.

12. SUN Che JIA Yunde, GUO Yi, WU Yuwei, Global-Aware Registration of Less-Overlap RGB-D Scans, In Proc. IEEE Int. Conf. on Computer Vision and Pattern Recognition (CVPR), 2022.

13. JING Chenchen, JIA Yunde, and WU Yuwei, Maintaining Reasoning Consistency in Compositional Visual Question Answering, In Proc. IEEE Int. Conf. on Computer Vision and Pattern Recognition (CVPR), 2022.

14. SUN Che, JIA Yunde, and WU Yuwei, Evidential Reasoning for Video Anomaly Detection, In Proc. ACM Multimedia Conference (MM), 2022.

15. SUN Che, JIA Yunde, SONG Hao, and WU Yuwei, Adversarial 3D Convolutional Auto-Encoder for Abnormal Event Detection in Videos, IEEE Transactions on Multimedia (TMM), 23:3292-3305, 2021.

16. FAN Xiaomeng, GAO Zhi, WU Yuwei, JIA Yunde, and Mehrtash Harandi, Learning a Gradient-Free Riemannian Optimizer on Tangent Spaces, In Proc. Association for the Advancement of Artificial Intelligence (AAAI), 2021.

17. DAI Jindou, WU Yuwei, GAO Zhi, and JIA Yunde, Learning a Gradient-free Riemannian Optimizer on Tangent Spaces, In Proc. IEEE Int. Conf. on Computer Vision and Pattern Recognition (CVPR), 2021.

18. YAO Chengtao, JIA Yunde, DI Huijun, and WU Yuwei,  A Decomposition Model for Stereo Matching, In Proc. IEEE Int. Conf. on Computer Vision and Pattern Recognition (CVPR), 2021.

19. GAO Zhi, WU Yuwei, Mehrtash Harandi, and JIA Yunde, Curvature Generation in Hyperbolic Spaces for Few-Shot Learning，In Proc. International Conference on Computer Vision (ICCV), 2021.

20. 侯静怡，齐雅韵，吴心筱，贾云得，跨语言知识蒸馏的视频中文字幕生成。计算机学报, 44(9): 1908-1921, 2021.

21. YAO Chengtang, DI Huijun, YU Changyong, WU Yuwei, and JIA Yunde, Kernel-matrix-based SPD Representation and Discriminative Learning for Face Anti-spoofing, IEEE Transactions on Information Forensics and Security (TIFS), 15:3683-3693, 2020.

22. HOU Jingyi, WU Xinxiao, WANG Ruiqi, LUO Jiebo, and JIA Yunde, Action Prediction with a Self-Refining Recurrent Network, IEEE Transactions on Image Processing (TIP), 29: 6017-6031, 2020.

23. YANG Ming, PEI Mintao, and JIA Yunde, Online Maximum a Posteriori Multi-Object Tracking Using Sequential Trajectory Prior, Image and Vision Computing (IVC), 94: 58-67, 2020.

24. WANG Han, SONG Hao, WU Xinxiao, and JIA Yunde, Incremental transfer learning for video annotation via grouped heterogeneous sources, IET Computer Vision 14(1): 26-35, 2020.

25. DONG Yanmei, JIA Yunde, SHEN Weichao, and WU Yuwei, Can You Easily Perceive the Local Environment? A User Interface with One Stitched Live Video for Mobile Robotic Telepresence Systems. International Journal of Human-Computer Interaction (IJHCI), 36(8): 736–747, 2020.

26. SONG Hao, SUN Che, WU Xinxiao, CHEN Mei, and JIA Yunde, Learning Normal Patterns via Adversarial Attention-based Autoencoder for Abnormal Event Detection in Videos, IEEE Transactions on Multimedia (TMM), 22: 2138-2148 , 2020.

27. GAO Zhi, WU Yuwei, HARANDI Mehrtash, and JIA Yunde, A Robust Metric for Similarity-based Classification on the SPD Manifold, IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 31(9) , 2020.

28. SUN Che, JIA Yunde, HU Yao, and WU Yuwei, Scene-Aware Context Reasoning for Unsupervised Abnormal Event Detection in Videos, ACM Multimedia Conference (MM), Seattle, USA, October 2020.

29. JIN Chenchen, WU Yuwei, PEI Mingtao, HU Yao, JIA Yunde, and WU Qi, Visual-Semantic Graph Matching for Visual Grounding，In Proc. ACM Multimedia Conference (MM), Seattle, USA, October 2020.

30. GAO Zhi, WU Yuwei, JIA Yunde, and Mehrtash Harandi, Learning to Optimize on SPD Manipulation. In Proc. IEEE Int. Conf. on Computer Vision and Pattern Recognition (CVPR), USA, 2020.

31. XU Sichen, YANG Jiaolong, JIA Yunde, Dong Chen, and Xin Tong. Unsupervised Deep 3D Portrait for Single Image Pose Manipulation. In Proc. IEEE Int. Conf. on Computer Vision and Pattern Recognition (CVPR), USA, 2020.

32. JING Chenchen, WU Yuwei, ZHANG Xiaoxun, JIA Yunde, and WU Qi, Overcoming Language Priors in VQA via Decomposed Linguistic Representations, In Proc. Association for the Advancement of Artificial Intelligence (AAAI), NY, USA, 2020.

33. GAO Zhi, WU Yuwei, ZHANG Xiaoxun, DAI Jindou, JIA Yunde, and Mehrtash Harandi, Revisiting Bilinear Pooling: A Coding Perspective, In Proc. Association for the Advancement of Artificial Intelligence (AAAI), NY, USA. 2020

34. HOU Jingyi, WU Xinxiao, ZHANG Xiaoxun, QI Yayun, JIA Yunde, and LUO Jiebo, Joint Commonsense and Relation Reasoning for Image and Video Captioning, In Proc. Association for the Advancement of Artificial Intelligence (AAAI), NY, USA, 2020.

35. JINAG Wei, WU Yuwei, JING Chenchen, and JIA Yunde, Unsupervised Deep Quantization for Object Instance Search, Neruocomputing 362, 60-71, 2019.

36. YU Changyong, YAO Chengtang, PEI Mintao, and JIA Yunde, Diffusion-based Kernel Matrix Model for Face Liveness Detection, Image and visual computing (IVC), 89, 88-94, 2019.

37. WANG Yujia, LIANG Wei, SHEN Jianbing, JIA Yunde, and YU Lap-Fai, A Deep Coarse-to-Fine Network for Head Pose Estimation from Synthetic Data, Pattern Recognition, 94,196-206, 2019.

38. GAO Zhi, WU Yuwei, BU Xinyuan, YUAN Junsong, and JIA Yunde, Learning a Robust Representation via a Deep Network on Symmetric Positive Definite Manifolds，Pattern Recognition, 92, 1-12, 2019.

39. BU Xinyuan, WU Yuwei, Gao Zhi, and JIA Yunde, Deep Convolutional Network with Locality and Sparsity Constraints for Texture Classification Article, Pattern Recognition，91, 34-46, 2019.

40. SONG Hao, WU Xinxiao, ZHU Bin, WU Yuwei, CHEN Mei，and JIA Yunde,  Temporal Action Localization in Untrimmed Videos using FP-trees，IEEE Transactions on Multimedia (TMM), 21(3):717-730, 2019.

41. JING Chenchen, DONG Zhen, PEI Mingtao, and JIA Yunde, Heterogeneous Hashing Network for Face Retrieval across Image and Video Domains, IEEE Transactions on Multimedia (TMM), 21(3):782-794 , 2019.

42. SHENG Weichao, WU Yuwei, YUAN Junsong, TAN Yap Peng, ZHANG Jian, and JIA Yunde, Robust Distracter-Resistive Tracker via Learning A Multi-component Discriminative Dictionary, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 29(7):2012-2028 , 2019.

43. HOU Jingyi, WU Xinxiao, LUO Jianbo, and JIA Yunde, Joint Syntax Representation Learning and Visual Cue Translation for Video Captioning, In Proc. International Conference on Computer Vison (ICCV), 2019.

44. SHEN Weichao, JIA Yunde, and WU Yuwei, 3D Shape Reconstruction from Images in the Frequency Domain, In Proc. IEEE Int. Conf. on Computer Vision and Pattern Recognition (CVPR), Long Beach, CA. USA, 2019.

45.Yu Deng, Jiaolong Yang, Sicheng Xu, Dong Chen, Yunde Jia, Xin Tong. Accurate 3D Face Reconstruction with Weakly Supervised Learning: From Single Image to Image Set. CVPR workshop on Analysis and modeling of face and gestures(AMFG), USA, 2019(Best paper).

承担科研情况

主持和主持完成国家自然科学基金项目共8项、国家863高技术等国家级和国际合作项目15项。

所获奖励

以第一完成人获得全国高校技术发明二等奖1项、国防科学技术二等奖1项和三等奖1项、 兵器科学技术奖二等奖1项。

社会兼职

中国图像图形学会常务理事、中国计算机学会计算机视觉专委会顾问委员。

备注