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《Pattern Recognition and Artificial Intelligence》 2017-04
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Visual Tracking via Hierarchical Extreme Learning Machine and Local Sparse Model

SUN Rui;ZHANG Dongdong;GAO Jun;School of Computer and Information,Hefei University of Technology;  
To address problems of appearance change and partial occlusion in target tracking,a tracking algorithm is presented via combing hierarchical extreme learning machine( HELM) and adaptive structural local sparse appearance model( ASLSAM). HELM is capable of extracting robust features and fast classification. ASLSAM can improve the tracking accuracy and handle the partial occlusion. Finally,results of both qualitative and quantitative evaluations on challenging benchmark image sequences demonstrate that the tracking process of the proposed algorithm is stable with high tacking precision.
【Fund】: 国家自然科学基金项目(No.61471154)资助~~
【CateGory Index】: TP181;TP391.41
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【Citations】
Chinese Journal Full-text Database 5 Hits
1 XU Jia-Ming;ZHANG Wei-Qiang;YANG Deng-Zhou;LIU Jia;XIA Shan-Hong;University of Chinese Academy of Sciences;State Key Laboratory of Transducer Technology, Institute of Electronics, Chinese Academy of Sciences;Tsinghua National Laboratory for Information Science and Technology, Department of Electronic Engineering, Tsinghua University;;Manifold Regularized Extreme Learning Machine for Language Recognition[J];自动化学报;2015-09
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【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 CHEN Sangsang;LI Hanshan;School of Electronic Information Engineering,Xi'an Technological University;;TLD Target Tracking Method Based on Non-Classical Receptive Field Suppression[J];机械与电子;2017-11
2 LIU Shu;DI Hongwei;YAO Manhong;Department of Optoelectronic Engineering,Jinan University;;TLD target tracking algorithm based on adaptive scale[J];光学技术;2017-06
3 Sun Chunmei;Xie Ming;Wang Ting;College of Electrical Engineering and Control Science,Nanjing Tech University;;Improved TLD Target Tracking Method Based on HSV-HOG[J];科技通报;2017-10
4 Tian Jian;Wang Kaijun;College of Mathematics and Informatics,Fujian Normal University;Fujian Provincial Key Laboratory of Network Security and Cryptographic Technology;;Superpixel object tracking with adaptive compact feature[J];中国图象图形学报;2017-10
5 GUO Qiu-yan;School of Automotive and Electronic Engineering,Xichang College;;Video target tracking based on improved TLD algorithm[J];计算机工程与设计;2017-09
6 CHEN Rui-rui;School of Information Engineering,Zhengzhou University of Industrial Technology;;A New Algorithm for Sparse Image Reconstruction Based on Sensing Dictionary[J];洛阳师范学院学报;2017-08
7 LIN Yi;JI Haowei;NICO Sneeuw;YE Qin;College of Surveying and Geo-Informatics,Tongji University;School of Aerospace and Geodesy,University of Stuttgart;;Optimization of ELM Classification Model for Remote Sensing Image Based on Artificial Fish-swarm Algorithm[J];农业机械学报;2017-10
8 YI Shi;ZHANG Lei;XIE Ziqiong;ZHANG Jian;College of Information Science and Technology,Chengdu University of Technology;;Target following six-legged robot based on machine vision[J];重庆邮电大学学报(自然科学版);2017-04
9 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
10 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
【Secondary Citations】
Chinese Journal Full-text Database 3 Hits
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