個人簡介
2008年獲上海交通大學通信與信息系統專業博士並留校工作,現任職於上海交大電子工程系圖像通信與網路工程研究所、上海市數字媒體處理與傳輸重點實驗室。張重陽專注於視頻信息處理與圖像通信領域的教學、學術與科研工作,主要研究方向包括:視頻分析與處理、智慧型視頻監控、機器學習與模式識別、多媒體信息系統等。在這幾個方向上,作為項目負責人,主持國家自然科學基金項目2項、國家“十二五”科技支撐項目子課題1項,主持企業合作開發項目10餘項;作為主要技術負責人或學術骨幹,參加了包括國家973項目、國家某重大預研項目、國家自然基金項目、上海市科委重大專項和重點科技攻關項目等近20項。近5年來,在IEEE CSVT等期刊和CVPR、ICIP、ICME、VCIP等國際會議上發表本領域學術論文40餘篇(其中以第一作者、通信作者發表論文20餘篇);目前為IEEE、圖形圖像學會會員,並擔任中國圖形圖像學報、JVIS、Signal Processing:Image Communication等國內外多家學術期刊的評閱人。申報國家發明等專利20餘項(其中10項已獲授權)。
研究方向
機器學習與模式識別;圖像目標檢測與識別;智慧型視頻監控;多媒體信息系統。
研究項目
Active Grants& Projects:
1. Topic: Research on the information determinacy adaptive high efficiency coding of surveillance video
Source: National Natural Science Foundation of China (NSFC);
Duration: 01-01-2011 to 12-31-2013
Principal Investigator
2. Topic: Development and demonstration of surveillance video semantic perception and service system
Source: National Key Technology R&D Program of China;
Duration: 01-01-2012 to 12-31-2014
Principal Investigator of SJTU-subproject
3. Topic: Accurate Surveillance Object Detection based on Visual Consistency Constraints
Source: National Natural Science Foundation of China (NSFC)
Duration: 01-01-2016 to 12-31-2019
Principal Investigator
會議論文
[1] Muming Zhao,Chong-Yang Zhang, Wenjun Zhang, etc."DECORRELATION-STRETCH BASED CLOUD DETECTION FOR TOTAL-SKY IMAGES", Accepted by IEEE Visual Communications and Image Processing Conference(VCIP2015), Singapore, 13-16 December 2015.
[2] Chao Ma, Xiaokang Yang, Chong-Yang Zhang,etc. “Long-term Correlation Tracking,” IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2015), Boston, USA, 07—12 June 2015.
[3] Chao Ma, Xiaokang Yang, Chong-Yang Zhang,etc."LEARNING A TEMPORALLY INVARIANT REPRESENTATION FOR VISUAL TRACKING",IEEE International Conference on Image Processing (ICIP2015), Quebec City, Canada, 27-30 Sept. 2015.
[4] Xianlong Lu,Chong-Yang Zhang,Xiaokang Yang, "Online Video Object Classification Using Fast Similarity Network Fusion", IEEE Visual Communications and Image Processing Conference(VCIP2014), Valletta, Historical Malta, December 2014.
[5] Xiaoqiong Su, Chong-Yang Zhang, Lin Mei, Wenfei Wang, "VEHICLE FACE RECOGNITION USING WEIGHTED VISUAL PATCHES", IEEE International Conference on Multimedia & Expo Workshops (ICMEW2014),Chengdu, China, July 2014.
[6] Chao Ma, Xiaokang Yang, Chong-Yang Zhang,etc. "Sketch Retrieval via Dense Stroke Features",British Machine Vision Conference (BMVC 2013), Bristol, United Kingdom, September, 2013.
[7] Chong-Yang Zhang, Ming Cao, Biao Peng, and ShibaoZheng, “LEARNING BAYESIAN NETWORK BY GENETIC ALGORITHM USINGSTRUCTURE-PARAMETER RESTRICTIONS”, IEEE International Symposium on 2013 International Conference on Multimedia & Expo Workshops (ICME2013),San Jose, U.S.A., July 2013.
[8]Hai-yan Yin, Hua Yang, Hang Su, Chongyang Zhang, “DYNAMIC BACKGROUND SUBTRACTION BASED ON APPEARANCE AND MOTION PATTERN,” IEEE International Symposium on 2013 International Conference on Multimedia & Expo Workshops (ICME2013),San Jose, U.S.A., July 2013.
[9]Fei Ye, Chongyang Zhang, Ya Zhang, Weiyao Lin, Chao Ma, “Real-time TV Logo Detection based on Color and HOG Features,” IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB2013).
[10] Zhengyan Ding, Chongyang Zhang, Shibao Zheng, and Cheng Zhi, “Semantic Description and Traffic Event Detection Modeling for Surveillance Videos,” IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB2013).
[11] Chongyang Zhang, JingbangQiu, ShibaoZheng, and XiaokangYang,"Cross-Layered Hidden Markov Modeling for Surveillance Event Recognition," in Proc. IEEE 2012 International Conference on Multimedia & Expo Workshops (ICME2012), Melbourne, Australian, July 2012.
[12] Chongyang Zhang, Yaozhong Wang, ShibaoZheng, HongguangZhang,"Multilevel Cross-Layer Feedback based Adaptive Video Coding for Wireless Transmission," The 8th International Conference on Wireless Communications, Networking and Mobile Computing (WiCOM2012), Shanghai, China, Sept. 2012.
[13]Y. Zhang, Weiyao Lin, B. Sheng, J. Wu, H. Li, Chongyang Zhang, “Facial expression mapping based on elastic and muscle-distribution-based models,” IEEE International Symposium on Circuits and Systems (ISCAS2012), pp.2685 – 2688, Seoul, Korea (South), May 2012.
[14] Jiajian Yu, Shibao Zheng, Chongyang Zhang, and Changbin Shao, “Temporal Bandwidth Resource Allocation for Surveillance Video Transporting,” The 7 International Conference on Wireless Communications, Networking and Mobile Computing (WiCOM2011), pp.1-4, Wuhan, China, Sept. 2011.
[15]. Chongyang Zhang, Hua Yang, Songyu Yu, Xiaokang Yang, and HaoLiu,"Transmission distortion modeling for unequal importance judgment," in Proc. IEEE 2007 International Conference on Multimedia & Expo (ICME 2007), pp. 855-858, Beijing, China, July 2007.
[16]. ChongyangZhang, Songyu Yu, Hua Yang, and HongkaiXiong,"Cross-layer frame discarding for cellular video coding," IEEE International Conference on Acoustics, Speech and Signal Processing – Proceedings (ICASSP2007), Vol. II, pp. 777-780, Hawaii, U.S.A., April 2007.
期刊論文
[1]Xintong Han, Chongyang Zhang, Weiyao Lin, and Tao Mei, "Tree-based Visualization and Optimization for Image Collection", Accepted by IEEE Trans. On Cybernetics, 2015
[2] Chongyang Zhang, Weiyao Lin, Wei Li, Bing Zhou, Jun Xie, Jijia Li, “Improved Image Deblurring based on Salient-region Segmentation”, Signal Processing: Image Communication, Available online 24 July 2013, In Press.
[3] Jingshuang Shen, Chongyang Zhang, and Chuanwen Jiang, “TV-based Caring Videophone System for the Elderly in the Smart Home Environment,” Journal of Electrical and Computer Engineering,Volume 2013, Article ID 651471.
[4] Y. Chen, W.Lin, Chongyang Zhang, Z. Chen, N. Xu, J. Xie, "Intra-and-inter-constraint-based video enhancement based on piecewise tone mapping," IEEE Trans. Circuits and Systems for Video Technology, vol. 23, no. 1, pp. 74-82, 2013.
[5] Yawen Fan, ShibaoZheng, Hua Yang, Chongyang Zhang, Hang Su, "Causality-weighted active learning for abnormal event identification based on the topic model," Optical Engineering 51(7), 077204, July 2012.
[6] Chongyang Zhang, Hua Yang, Wei Zhang, and ShibaoZheng,"Distortion-Minimized Video Slicing for Unequal Loss Protection," IEEE SIGNAL PROCESSING LETTERS, Volume 16, Issue 10, Oct. 2009 Page(s):845 - 848.
[7] Chongyang Zhang, Hua Yang, Songyu Yu, and Xiaokang Yang, "GOP-level transmission distortion modeling for mobile streaming video," Signal Processing: Image Communication, Vol. 23, Issue 2, pp. 116-126, Feb. 2008.
[8] Chongyang Zhang, Hua Yang, Songyu Yu, and XiangzhongFang,"Cross-layer feedback-based resilient coding for video transmission over uplink cellular network," IEEE Transactions on Consumer Electronics, vol. 53, no. 2, pp. 506-512, May 2007.