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《Electronic Technology》 2017-07
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An efficient arm removal algorithm based on straight line detection

Wang Fengyan;Department of Automation, University of Science and Technology of China;  
In this paper, an arm removal algorithm based on straight line detection is presented. In the research of static hand gesture recognition, the hand gesture region, which is obtained by background removal and skin color segmentation, usually contains redundant arms, then it will result in the poor gesture recognition accuracy. Therefore, this paper adopts probability Hough transform method to detect all possible straight lines of the contour map which contains hand gesture firstly. The detected straight line segments may contain wrong segments on the both sides of the palms and the fingers. To obtain only the straight line segments on both sides of the arm, two filtrate methods based on structural characteristics of these straight line segments is proposed. Then the cutting-line can be designed to incise hand gesture area iteratively to remove the forearm part effectively, leaving the region which only contains the palm and fingers. In order to evaluate the performance of the proposed algorithm, this paper collects 12 common gestures and use a hierarchical recognition method based on HOG feature to implement gesture recognition experiment.
【CateGory Index】: TP391.41
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【Citations】
Chinese Journal Full-text Database 1 Hits
1 Liu Shuping;Liu Yu;Yu Jun;Wang Zengfu;Department of Automation,University of Science and Technology of China;Institute of Intelligent Machines,Chinese Academy of Sciences;;Hierarchical static hand gesture recognition by combining finger detection and HOG features[J];中国图象图形学报;2015-06
【Co-citations】
Chinese Journal Full-text Database 5 Hits
1 Wang Fengyan;Department of Automation, University of Science and Technology of China;;An efficient arm removal algorithm based on straight line detection[J];电子技术;2017-07
2 GAO Chen;ZHANG Ya-Jun;Beijing University of Chemical Technology, College of Mechanical and Electrical Engineering;;Fingertip Detection and Hand Gesture Recognition Based on Kinect Depth Image[J];计算机系统应用;2017-04
3 Yang Shuo;Ji Aiping;College of Computer Science and Technology,Shenyang University of Chemical Technology;;Hand-wave recognition algorithm for smart home system[J];中国图象图形学报;2016-10
4 Liu Bin;Zhao Xing;Hu Chunhai;Wan Xin;Key Laboratory of Measurement Technology and Instrumentation,Yanshan University;;Gesture Recognition Method of Hand over Face Occlusion in Color and Depth Images[J];激光与光电子学进展;2016-06
5 Zhang Jie;Wu Jianzhang;Tang Jiali;Fan Honghui;School of Computer Engineering,Jiangsu University of Technology;College of Computer Science &Engineering,Southeast University;;Human action recognition method based on spatio-temporal image segmentation and interactive area detection[J];计算机应用研究;2017-01
【Secondary Citations】
Chinese Journal Full-text Database 3 Hits
1 Yao Zhengwei;Pan Zhigeng;Teng Guodong;Digitial Media and ,HCI Research Center,Hangzhou Normal University;;The wrist recognition and the center of palm estimation based on depth camera[J];中国图象图形学报;2014-03
2 REN Yu,GU Chengcheng(Computer College,Hangzhou Dianzi University,Hangzhou 310018,China);Hand Gesture Recognition Based on HOG Characters and SVM[J];科技通报;2011-02
3 ZHANG Liang guo 1) , WU Jiang qin 2) , GAO Wen 1),3) , YAO Hong xun 1) 1) (Department of Computer Science,Harbin Institute of Technology,Harbin 150001) 2) (Institute of Artificial Intelligence, Zhejiang University, Hangzhou 310027) 3) (Institute of Computing Technology,Chinese Academy of Sciences,Beijing 100083);Hand Gesture Recognition Based on Hausdorff Distance[J];中国图象图形学报;2002-11
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