常虹  研究员  

研究方向:

所属部门:智能信息处理重点实验室

导师类别:博导计算机应用技术

联系方式:changhong@ict.ac.cn

个人网页:https://vipl.ict.ac.cn/people/~hchang

简       历:

20199月 — 今 :中科院计算所,研究员 

20169月 — 20186月 :比利时鲁汶大学,高级访问学者 

20083月 — 20199月 :中科院计算所,副研究员 

200611月 — 200712月:Xerox Research Centre Europe, Research Scientist

20062月 — 200610月:香港科技大学,博士后 

20019月— 20061月:香港科技大学,计算机系,博士生 

19987月— 20016月:天津大学,计算机系,硕士生 

19949月— 19987月:河北工业大学,计算机系,本科生 

主要论著:

期刊文章:

[1] K. Liang, H. Chang, B. Ma, S. Shan and X. Chen. Unifying Visual Attribute Learning with Object Recognition in a Multiplicative Framework. IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 41, no. 7, pp. 1747-1760, July 2019.

[2] W. Zheng, H. Chang, L. Liang, H. Ren, S. Shan, and X. Chen . Strip features for fast object detection. IEEE Transactions on Systems, Man and Cybernetics, Part B: Cybernetics, vol. 43, no. 6, 1898-1912, December, 2013.

[3] D. Zhai, H. Chang, S. Shan, X. Chen, W. Gao. Multi-View Metric Learning with Global Consistency and Local Smoothness. ACM Transactions on Intelligent Systems and Technology. Volume 3 Issue 3, May 2012.

[4] H. Chang, D.Y. Yeung. Robust path-based spectral clustering. Pattern Recognition. 41(1):191-203, January 2008.

[5] H. Chang, D.Y. Yeung. Robust locally linear embedding. Pattern Recognition. 39(6):1053-1065, June 2006.

会议文章:(most recent)

[1] R. Hou, H. Chang, B. Ma, S. Shan, and X. Chen. Temporal Complementary Learning for Video Person Re-Identification. ECCV, 2020.

[2] X. Gu, H. Chang, B. Ma, H. Zhang, and X. Chen. Appearance-Preserving 3D Convolution for Video-based Person Re-identification. ECCV, 2020.

[3] H. Zhang, H. Chang, B. Ma, N. Wang, X. Chen. Dynamic R-CNN: Towards High Quality Object Detection via Dynamic Training. ECCV, 2020.

[4] C. Wang, B. Ma, H. Chang, S. Shan and X. Chen. TCTS: A Task-Consistent Two-stage Framework for Person Search. CVPR, 2020.

[5] R. Hou, H. Chang, B. Ma, S. Shan and X. Chen. Cross Attention Network for Few-shot Classification. NeurIPS, 2019.

[6] X. Gu, B. Ma, H. Chang, S. Shan and X. Chen. Temporal Knowledge Propagation for Image-to-Video Person Re-identification. ICCV, 2019.

[7] R. Hou, B. Ma, H. Chang, X. Gu, S. Shan and X. Chen. VRSTC: Occlusion-Free Video Person Re-Identification. CVPR, 2019.

[8] R. Hou, B. Ma, H. Chang, X. Gu, S. Shan and X. Chen. Interaction-and-Aggregation Network for Person Re-identification. CVPR, 2019.

[9] S. Li, B. Ma, H. Chang, S. Shan and X. Chen. Continuity-Discrimination Convolutional Neural Network for Visual Object Tracking. ICME, 2018. (Platinum Best Paper Award)

专利: 

[1] 常虹; 李浩; 王亮; 刘国翌; 山世光; 陈熙霖, 一种人体的检索方法和系统, 2013.01.29-2033.01.28, 中国, ZL 2013 1 0035131.9

[2] 王亮; 郑伟; 常虹; 曾炜; 山世光; 陈熙霖, 基于在线学习的人体重现检测方法及其系统, 2012.3.22-2032.3.21, 中国, CN201210077833.9

[3] 王亮; 李浩; 常虹; 曾炜; 山世光; 陈熙霖, 一种用于人体重现检测的人体表观模型的学习方法及系统, 2012.3.22-2032.3.21, 中国, CN201210078068.2

科研项目:

[1] 国家自然科学基金面上项目,“面向视觉特征表示的元学习方法研究”,2020/01-2023/12,项目负责人

[2] 北京市自然科学基金,“面向小样本医疗数据的深度学习方法研究及在脊柱肿瘤诊断中的应用”,2018/12-2021/12,项目骨干

[3] 国家自然科学基金重大项目“云环境下的图像视频群体协同表达与处理”之课题五,“面向群体数据的AVS云媒体标准及验证平台”,2014/01-2018/12,合作单位负责人

[4] 国家自然科学基金面上项目,61272319,“面向图像与视频特征表示的深度编码方法研究”,2013/01-2016/12,项目负责人 

[5] 国家自然科学基金青年基金项目,“面向图像识别的半监督距离度量方法研究”,2009/01-2011/12,项目负责人

获奖及荣誉: