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《Journal of Guangxi Normal University(Natural Science Edition)》 2017-03
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Tracking Infrared-visible Target with Joint Histogram

CAI Bing;ZHANG Canlong;LI Zhixin;Guangxi Key Lab of Multi-source Information Mining and Security;  
Due to traditional kernel tracking algorithm can only track infrared or visible target,its performance is poor,even unsuccessful.This paper proposes a fusion tracking method for infraredvisible target by using a mean shift algorithm.Firstly,the histogram is still adopted to represent the infrared target and visible target,and the similarity between infrared candidate and its target,and the similarity between visible candidate and its target,are integrated into a novel objective function with different weight.Secondly,similar to mean shift on the objective function,ajoint target location-shift formula is induced to the new method.Finally,the optimal target location is gained recursively by applying the mean shift procedure.Experimental results of several infrared-visible image sequences demonstrate that the proposed fusion algorithm is superior to the single-sensor tracking algorithm in handling illumination change and background clutter.
【Fund】: 国家自然科学基金(61365009 61462008 61663004);; 广西自然科学基金(2014GXNSFAA118368 2013GXNSFAA019336 2016GXNSFAA380146);; 广西师范大学博士科研启动基金(师政科技[2015]13号);; 广西信息科学实验室中心经费资助课题
【CateGory Index】: TP391.41
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【Citations】
Chinese Journal Full-text Database 7 Hits
1 Xiao YUN;Zhongliang JING;Gang XIAO;Bo JIN;Canlong ZHANG;School of Aeronautics and Astronautics, Shanghai Jiao Tong University;School of Software Engineering, East China Normal University;School of Computer Science and Information Technology, Guangxi Normal University;;A compressive tracking based on time-space Kalman fusion model[J];Science China(Information Sciences);2016-01
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【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 CAI Bing;ZHANG Canlong;LI Zhixin;Guangxi Key Lab of Multi-source Information Mining and Security;;Tracking Infrared-visible Target with Joint Histogram[J];广西师范大学学报(自然科学版);2017-03
2 MA Haifei;ZHANG Canlong;LI Zhixin;Guangxi Collaborative Innovation Center of Multi-source Information Integration and Intelligent Processing,Guangxi Normal University;Guangxi Experiment Center of Information Science,Guilin University of Electronic Technology;;Realtime Fusion Tracking for Infrared and Visible Light Targets Based on L1-APG[J];计算机工程;2017-07
3 ZHU Su;BO Yu-ming;HE Liang;School of Automation,Nanjing University of Science and Technology;School of Electronic Information and Optoelectronic Technology,Zijin College,Nanjing University of Science and Technology;;Multi-feature Compressive Sensing Target Tracking Algorithm Based on Redundant Dictionary[J];兵工学报;2017-06
4 Zhongliang JING;Lingfeng QIAO;Han PAN;Yongsheng YANG;Wujun CHEN;School of Aeronautics and Astronautics, Shanghai Jiao Tong University;Space Structures Research Centre, Shanghai Jiao Tong University;;An overview of the configuration and manipulation of soft robotics for on-orbit servicing[J];Science China(Information Sciences);2017-05
5 Zhang Canlong;Tang Yanping;Li Zhixin;Wang Zhiwen;Cai Bing;Guangxi Collaborative Innovation Center of Multi-source Information Integration and Intelligent Processing;Guangxi Experiment Center of Information Science,Guilin University of Electronic Technology;College of Computer Science And Communication Engineering,Guangxi University of Science And Technology;;Joint tracking of infrared-visible target via spatiogram representation[J];中国图象图形学报;2017-04
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7 Sun Yuqiu;Hu Wei;Li Xiong;Yangtze University;Beijing Normal University;;Algorithm of Target Tracking Based on Mean-Shift with Adaptive Bandwidth[J];长江大学学报(自科版);2017-01
8 Wenchang ZHANG;Fuchun SUN;Hang WU;Haolin YANG;The State Key Laboratory of Intelligent Technology and Systems, Tsinghua University;Institution of Medical Equipment;;A framework for the fusion of visual and tactile modalities for improving robot perception[J];Science China(Information Sciences);2017-01
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