Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Electronics World》 2014-11
Add to Favorite Get Latest Update

Research on face recognition based on support vector machine

WEI Li-peng;QU Jin-kui;LI Jing;Tiandi(Changzhou)Automation Co.,Ltd.;  
Aiming at the problem of face recognition,is proposed to realize the face image feature extraction method of the principal component analysis and support vector machine classification based on combination of feature parameters on the extraction,and the classification and recognition of face recognition,get better results.Affect the choice of penalty term weighting parameter and the parameter of the Gauss kernel support vector machine method on recognition rate is analyzed through experiments.Finally,the support vector machine method and KNN classifi cation method to obtain the results of a comparative analysis,proved that support vector machine method has great advantage.
【CateGory Index】: TP391.41
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
Chinese Journal Full-text Database 3 Hits
1 Liu Jianghua Chen Jiapin Cheng Junshi (Information Storage Research Center,Shanghai Jiaotong University,Shanghai200030);Face Recognition Based on Gabor Wavelet and Support Vector Machine[J];Computer Engineering and Applications;2003-08
2 JIN Hui 1) GAO Wen 2) 1) (Department of Computer Science and Engineering, Harbin Institute of Technology, Harbin 150001) 2) (Institute of Computing Technology, Chinese Academy of Sciences, Beijing 100080);The Human Facial Combined Expression Recognition System[J];Chinese Journal of Computers;2000-06
3 WEN Qin,WANG Zeng-fu(University of Science and Technology of China, Department of Automation, Hefei Anhui 230027,China);Recognition of Human Facial Expression Based on 3D Data[J];Computer Simulation;2005-07
Chinese Journal Full-text Database 10 Hits
1 YANG Guo,LI Xing-guo(Institute of Near Sensing Technique with Millimeter Wave & Optical Wave,Nanjing University of Science and Technology,Nanjing 210094,Jiangsu,China);Target Recognition Method of MMW Radar Based on Gabor Atom Transformation and Support Vector Machine[J];Acta Armamentarii;2007-07
2 DENG Jie-fang,YANG Yong,WANG Guo-yin(Institute of Computer Science and Technology,Chongqing University of Posts and Telecommunications,Chongqing 400065,P.R.China);An expression recognition method based on local feature fusion[J];Journal of Chongqing University of Posts and Telecommunications(Natural Science Edition);2011-05
3 LI Kun-lun,ZHANG Xin(Science and Technology College of Nanchang University,Nanchang 330029,China);Summary of Face Gender Recognition[J];Computer Knowledge and Technology;2011-10
4 SUN Wei1,2,WANG Bo1(1.Information Science of Nanjing College for Population Program Management,Nanjing,210042,China;2.College of Automation Engi neering,Nanjing University of Aeronautics and Astronautics,Nanjing 210016,China);A Survey of Facial Expression Recognition[J];Computer Knowledge and Technology;2012-01
5 Li Wen~(1,2) 1.School of Computer Science,Shaanxi Normal University,Xi'an 710062,China; 2.School of Computer Science,Xi'an Technological University,Xi'an 710032,China;Methods for Human Facial Expression Recognition[J];Electronic Science and Technology;2007-06
6 ZHOU Tian-hong (Yunyang Teachers College,Danjiangkou 442700;Wuhan University,Wuhan 430072) ZHANG Jiang-qing (Wuhan University,Wuhan 430072) CAO Da-you (Yunyang Teachers College,Danjiangkou 442700);Facial Feature Recognition Based Immunity Algorithm and Support Vector Machine[J];Journal of Yangtze University(Natural Science Edition);2006-04
7 Zhang Pinzheng Wang Zheng Zhao Hongyu(Lab of Image Science and Technology,Department of Computer Science and Engineering,Southeast University,Nanjing 210096);Research Advances of Facial Expression Feature Extraction[J];Computer Engineering and Applications;2006-09
8 Ma Xiaoyan Yang Guosheng Fan Qiufeng Wang Yingjun (College of Computer and Information Engineering,He'nan University,Kaifeng 475001);Face Recognition Based on Gabor Wavelet and Two-Dimensional Principal Component Analysis[J];Computer Engineering and Applications;2006-10
9 Yang Qiufen Hu Huosheng Gui Weihua(College of Information Engineering, Central South University, Changsha 410083);Driver’s Face Tracking Based on Feature Triangle and Gabor Filter[J];Computer Engineering and Applications;2006-23
10 CHEN Qian-qian ZHAO Jie-yu (Institute of Computer Science and Technology,Ningbo University,Ningbo,Zhejiang 315211);Facial Expression Recognition Using Embedded HMM[J];Computer Engineering and Applications;2006-27
China Proceedings of conference Full-text Database 6 Hits
1 ;Design and Smplementation of Expressive Animation of Game-type Training System for Rescue of Loal Mine Accident based on 3DS Max[A];[C];2007
2 Guokuan Li 1 , Yantao Wei 2 Changsheng Xie 1 1 School of Computer Science & Technology, Huazhong University of Sci. & Tech., Wuhan 430074, China 2 School of Mathematics & Statistics, Huazhong University of Sci. & Tech., Wuhan 430074, China;Face Recognition Based on Derived Kernel Model in Natural Scenes[A];[C];2011
3 Men Hong Wu Yujie Li Xiaoying Gao Yanchun (School of Automation Engineering Northeast Dianli University Jilin 132012 China);Study on Classification Method Based on Support Vector Machines[A];[C];2008
4 LIN Ai-hua~1 ZHANG Wen-jun~2 WANG Yi-min~2 (School of communication & Information Engineering,School of Film Video Art & Technology,of Shanghai University,Shanghai 200072);Speech Drive Lip Synchronized Animation Based on Facial Muscles Model[A];[C];2006
5 Jia Wen-jin,Wang Zhi-liang,Liu Ji-wei (School of Information Engineering,University of Science & Technology Beijing,Beijing 100083,China);Design and Realizing the Solution of Facial Expression Fast Reformation base on the Web[A];[C];2003
6 Zou Guo-Feng, Wang Ke-Jun. Yuan lei, Fu Gui-Xia (College of Automation, Harbin Engineering University, Harbin 150001,China);New Research Advances in Facial Expression Recognition[A];[C];2013
【Secondary Citations】
Chinese Journal Full-text Database 1 Hits
1 GAO Wen; JIN Hui(Department of Computer Science and Engineering, Harbin Institute of Technology , Harbin 150001);ANALYSIS AND RECOGNITION OF FACIAL EXPRESSION IMAGE[J];Chinese Journal of Computers;1997-09
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved