Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Journal of Software》 2003-04
Add to Favorite Get Latest Update

Face Recognition Based on Singular Value Decomposition and Discriminant KL Projection

ZHOU De-Long1+, GAO Wen1,2,3, ZHAO De-Bin1,3 1(Graduate School, The Chinese Academy of Sciences, Beijing 100039, China) 2(Institute of Computing Technology, The Chinese Academy of Sciences, Beijing 100080, China) 3(Department of Computer Science and Engineering, Harbin Institute of Technology, Harbin 150001, China) + Co  
The face recognition is an active subject in the fields of computer vision and pattern recognition, which has a wide range of potential applications. In this paper, a method for color face recognition is presented, this algorithm extracts the final features by utilizing the techniques of the simulative K-L transform, the singular value decomposition, the principal component analysis and the Fisher linear discriminant analysis. Classifier in this algorithm can be simplified to make it more compact and effective, and higher correct recognition rate can be gained using less number of feature vectors. The effectiveness of the approach is experimentally demonstrated.
【Fund】: 国家高技术研究发展计划(863)~~
【CateGory Index】: TP391.4
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【References】
Chinese Journal Full-text Database 10 Hits
1 ZHANG Tian ,ZHAO Wei (Information Technology Department of ChangChun Teachers College;ChangChun 130032,China;The Martial Representative Office of the Armored Forces Quartering at Changchun Area, Changchun 130012,China);Research Technology of Face Recognition[J];Journal of Changchun Teachers College;2004-10
2 LUO Ren-ze1,RAN Rui-sheng2,WANG Ru-yan3(1.Zhongshan Institute,University of Electronic Science and Technology of China(UESTC),Zhongshan 528402,China;2.School of Computer Science and Engineering,UESTC,Chengdu 610054,China;3.School of Communication and Information Engineering,Chongqing University of Posts and Telecommunications,Chongqing 400065,China);Face Recognition Based on the Basic Images of Singular Value Decomposition(SVD)[J];Telecommunication Engineering;2008-02
3 YU Ling,ZHANG Jian,NIU Fang-lin (Liaoning University of Technology,JinZhou 121001,China);Fast face detection using skin-color-model in the color space[J];Computer Knowledge and Technology(Academic Exchange);2007-19
4 YU Hai-zheng (College of Mathematics and System Science, Xinjiang University, Xinjiang University, Urumqi Xinjiang 830046);Feature Extraction of Digital Image on Singular Value Decomposition[J];Chinese Journal of Engineering Mathematics;2004-08
5 RUI Ting1,2, WANG Jin-yan3, SEHN Chun-lin1, DING Jian2, LIAO Ming2 (1.College of Aotumation Engineering,Nanjing University of Aeronautics & Astronautics, Nanjing 210016,China; 2. Engineering Institute of Engineering Corps, PLA Univ. of Sci.&Tech., Nanjing 210007, China;3. School of Electronics and Electric Engineering, Shanghai Jiao Tong University, Shanghai 200030, China);Fast scene matching of image feature using Hausdorff distance[J];Opto-electronic Engineering;2005-06
6 SANG Hai-feng, JIN Yun-ping, YUAN Wei-qi(Computer Vision Institute,Shenyang University of Technology,Shenyang 110870,China);Combination recognition of face and ear based on two-dimensional fisher linear discriminant[J];Journal of Optoelectronics.Laser;2010-04
7 LIU Wen-chao, CHEN Yan-hong (Dept. of Electronics,Shantou University,Guangdong 515063,China);Face Recognition Approach Based on Singular Vector and Singular Value[J];Journal of Guilin University of Electronic Technology;2005-06
8 LUO Hao, MENG Chuan-liang (College of Computer Science and Information Technology, GUT, Guiyang 550003, China);A Combination of Eigenface Recognition and LDA Algorithm for Recognition of Human Face Images[J];Journal of Guizhou University of Technology(Natural Science Edition);2005-01
9 ZHAO Min,SHU jian(School of Electrical and Electronical Engineering,East China Jiaotong Univ.,Nanchang 330013,China);Human Face Recognition System Based on K-L Algorithm[J];Journal of East China Jiaotong University;2006-05
10 ZHANG Zhong-bo, MA Si-liang, DONG Xian-feng(Institute of Mathematics, Jilin University, Changchun 130012, China);Face Recognition Algorithm Based on Local Features Analysis and Optimization Matching[J];Journal of Jilin University (Science Edition);2005-01
China Proceedings of conference Full-text Database 3 Hits
1 Zhang Guoqing Xie Jianbin Liu Tong Yan Wei (National University of Defense Technology Changsha 410073 China);A Method Based Angle Space For Face Recognition[A];[C];2008
2 Ye Qingwei~(1,2) Wang Tongqing~1 (1 key Lab of Opto-electronic Tech.Under the Ministry of Education Chongqing University Chongqing 400044 China; 2 Information Science and Engineer College of Ningbo University Ningbo Zhejiang 315211 China);The Time-Frequency Entropy of Vibration Signals of Light-Rail Bolt in Pretightening Force Online Detection[A];[C];2009
3 Zhao Xianfeng (Electron Eng. lnst., CAEP, Mianyang 621900, China);An Aplication of DKLT in Recognizing License Plate of Car[A];[C];2004
【Citations】
Chinese Journal Full-text Database 2 Hits
1 Hong Ziquan and Yang Jingyu (Dept.of Computer Science,Naming University of Science and Technology,210014);Human Facial Image Recognition Algorithm Based on Singular Value Features and Statistical Model[J];JOURNAL OF COMPUTER RESEARCH AND DEVELOPMENT;1994-03
2 HONG ZIQUAN YANG JINGYU (Dept. of Computer Science, East-China Institute of Technology, Nanjing, 210014);ALGEBRAIC FEATURE EXTRACTION OF IMAGES FOR RECOGNITION[J];Acta Automatica Sinica;1992-02
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 WANG Quanfeng,ZHENG Hao ( College of Civil Engineering,Huaqiao University,Quanzhou 362021,China);Choice of structural styles for tall building based on radial basis function neural network[J];Sichuan Building Science;2010-05
2 ZHANG Gen-yao1,2,LI Zhu-lin2,3,ZHAO Zong-tao3 (1.Department of Computer Science, Northwest University, Xi'an 710069,China; 2.Department of Computer Science, Yanan University, Yan' an 716000,China; 3.402 Division,The Second Artillery Engineer College, Xi 'an710025,China);A trace method for moving target under occlusion[J];Journal of Anhui University(Natural Sciences);2003-03
3 CHEN Yi-lan1,WANG Ming2,SUN Shu-cheng2(1.Dept of Math.& Phy.,Anhui University of Architecture,Hefei,230601,Anhui;2.Anhui Provincial Key Laboratory of Electric Transmission and Control,Anhui University of Technology and Science,Wuhu 241000,China);Error estimation in a naive bayes classifier[J];Journal of Anhui University of Technology and Science(Natural Science);2008-04
4 ZHANG Hong-tao et al(Institute of Electric power,North China Institute of Water Conservancy and Hydroelectric Power,Zhengzhou,Henan 450011);Research on Feature Compression in the Image Recognition of the Storedgrain Pests[J];Journal of Anhui Agricultural Sciences;2008-27
5 ZHANG Zhao et al(Mechanical and Electronic Engineering College,Northwest A&F University,Yangling,Shaanxi 712100);Color Classification of Bamboo Pieces by Computer Vision[J];Journal of Anhui Agricultural Sciences;2010-26
6 WANG Jie1,ZHU Jun2 (1.Library of Anhui Agricultural University,Hefei 230036; 2.School of Information and Computer,Anhui Agricultural University,Hefei 230036);Design and implementation of Chinese-spam filtering system based on Linux[J];Journal of Anhui Agricultural University;2011-02
7 SU Ke CHEN Zhi-bin(School of Electronic and Information Engineering,University of Science and Technology Liaoning,Anshan 114051,China);License plate recognition system with BPNN[J];Journal of University of Science and Technology Liaoning;2010-05
8 SUN Liang,XI An-min(Mechanical Engineering School,University of Science & Technology Beijing,Beijing 100083,CHN);Defective and Damaged LED Chips Identification Method[J];Semiconductor Optoelectronics;2009-06
9 ZHANG Gui,QIAO Chun-sheng (School of Civil Engineering and Architecture, Beijing Jiaotong University, Beijing 100044,China);Using Support Vector Machine to Regress and Determine the Rock Mass Strength Index[J];Journal of Northern Jiaotong University;2004-01
10 LI Cui-xia, YU Jian (School of Computer and Information Technology, Beijing Jiaotong University, Beijing 100044,China);Study on the Classification of A Kind of Fuzzy Clustering Algorithm[J];Journal of Northern Jiaotong University;2005-02
China Proceedings of conference Full-text Database 10 Hits
1 Liu Zhibin,Jin Lianwen+ College of Electronic Information,South China University of Technology,Guangzhou 510641 Guangdong,P.R.China;A Static Candidates Generation Technique and its Application in Two-stage LDA Chinese Character Recognition[A];[C];2007
2 Zhang Bin,Jin Lianwen 1 1.College of Electronic Information,South China University of Technology,Guangzhou 510641,Guangdong P.R.China;Handwritten Chinese Similar Characters Recognition Based On AdaBoost[A];[C];2007
3 Lv Peng1,Liu Yibing2,Ma Qiang2,Wei Yufan2 1.School of Mathematics and Physics,North China Electric Power University,Beijing 102206,P.R.China2.Department of automatics,North China Electric Power University,Beijing 102206,P.R.China;Gear Intelligent Fault Diagnosis Based on Support Vector Machines[A];[C];2007
4 Liang Yu 1,Wang Yigang 2,Wang Na 1 1.ShenYang Institute of Chemical Technology,ShenYang 110142,P.R.China2.Electric Utility Bureau of ZhaoZhou county in HeiLongJiang province 166400,P.R.China;Fault Diagnosis of Power Electronic Circuits Based on Support Vector Machine[A];[C];2007
5 LIU Hua,ZHANG Jianhua,WANG Raofen,WANG Xingyu Department of Automation,East China University of Science and Technology,Shanghai 200237,P.R.Chian;Fuzzy Clustering of Operator Functional States in Human-machine Systems[A];[C];2010
6 JIN Chaobu~1,HU Gangqiang~2,SHI Guangzhi~1,LI Yuyang~1 (1.Navy Submarine Academy Qingdao 266071,China; 2.92815 Army of PLA,Ningbo 315717,China);A underwater target recognition method using the support vector machines[A];[C];2011
7 JIANG Ping (School of Automation and Electricity,Hefei University of Technology,Hefei,230009);Threshold Value Option Strategy in License Plate Segmentation[A];[C];2003
8 WANG Gang,WU Xiaojun,ZHENG Thomas Fang, WANG Linlin,ZHANG Chenhao (1.Center for Speech and Language Technologies,Division of Technical Innovation and Development, Tsinghua National Laboratory for Information Science and Technology, Beijing 100084,China; 2.Department of Computer Science and Technology, Tsinghua University,Beijing 100084,China);Speaker identification using a reference speaker model based a two-layer structure[A];[C];2011
9 FENG Fu-zhou1, GUO Heng-yi2, JIANG Peng-cheng1 (1.Department of Mechanical Engineering, the Academy of Aarmored Forces Engineering, Beijing 100072, China; 2. Department of Mechanical Engineering, the Academy of Equipment Commanding, Beijing, 100085, China);Support Vector Machine and its Application to Fault Diagnosis for Electric Motors[A];[C];2007
10 Chen Xiao Zhong Sun Hua Yan (Command and Technology College);Texture Classification Based On Wavelet Decomposition of Better Resolution[A];[C];1999
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 LI Hua sheng,YANG Hua,YUAN Bao zong (College of Computer and Information Technology, Northern Jiaotong University, Beijing 100044,China);Feature Extraction in Human Face Recognition System[J];Journal of Northern Jiaotong University;2001-02
2 LI Meng dong,RUAN Qui qi (College of Computer and Information Technology, Northern Jiaotong University, Beijing 100044,China);An Algorithm of Extracting Mouth Features from Image Using Deformable Templates[J];Journal of Northern Jiaotong University;2002-02
3 WANG Jian - jun (Baotou Tiancheng Wire Rod Co. Ltd. , Baotou 014010, Nei Monggol, China);Breakdown diagnosing and monitoring technology on high speed Mire rod rolling mill[J];Science & Technology of Baotou Steel(Group) Corporation;2004-03
4 WANG Wei, MA Jian-guang (College of Electromechanical Engineering, Beijing University of Science & Technology, Beijing 100081, China);The Common Method and Development Status for Face Recognition[J];Ordnace Industry Automation;2002-01
5 Pan Xufeng(Beijing Institute of Technology, Beijing, 100081)Geng Li'en Li Xiaolei(North Industries Economic Institute) (Beijing Institute of Technology);ANALYSIS OF SUSCEPTIBILITY OF CHARACTERISTIC FEATURES IN THE FAULT DIAGNOSIS OF GEARS AND BEARING[J];ACTA ARMAMENTARII;1997-04
6 YANG Ying-yun,XIE Ting-ting,SHI Mei-nan (Electronic and Information Engineering Department,Beijing Broadcasting Institute,Beijing 100024 China);A Face Detection Algorithm Based on Skin-color[J];Journal of Beijing Broadcasting Institute;2002-04
7 HUANG Xi shan CHEN Zhe (Beijing University of Aeronautics and Astronautics, School of Automation Science and Electrical Engineering);Studies on Scene Matching Algorithm of Fuzzy Similarity Metric[J];Journal of Beijing University of Aeronautics and Astronautics;2002-05
8 Wenming Zhang; Yan Feng; Ming Liao(Resources Engineering School, UST Beijing, Beijing 100083, China);Diesel Knock Detection Using Time-Frequency Analysis[J];JOURNAL OF UNIVERSITY OF SCIENCE AND TECHNOLOGY BEIJING;1999-02
9 GAOLixin, HAN Jinshun, ZHANG Jianyu, DING Qingxin, ZHUO Li, CUI Lingli Key Laboratory for Advanced Manufacturing Technology, Beijing University of Technology, Beijing 100022, China Beijing No.1 Machine Tool Plant, Beijing 100022, China;Fault diagnosis of low-speed shafts in large gearboxes based on wavelet analysis[J];Journal of University of Science and Technology Beijing;2005-03
10 ZHANG Haijun, MU Zhichun, ZHANG ChengyangInformation Engineering School, University of Science and Technology Beijing, Beijing 100083, China;Ear recognition method based on independent component analysis and BP neural network[J];Journal of University of Science and Technology Beijing;2006-06
China Proceedings of conference Full-text Database 1 Hits
1 Institute of Computing Technology of Science of China,Beijing 100080;Recognition of the Face Image Rotating In-Plane[A];[C];1999
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 WANG Jian-wen et al (College of Electrical and Information Engineering,Shaanxi University of Science & Technology,Xian,Shaanxi 710021);A Face Recognition System Based on Wavelet Transform[J];Journal of Anhui Agricultural Sciences;2007-16
2 Wang Yiding Yang Hong (College of Information Engineering,North China Univ.of Tech.,100144,Beijing,China);Face Recognition Method Using Multiple Criteria Linear Programming[J];Journal of North China University of Technology Beijing China;2009-01
3 WEI Xiu-ye,PAN Hong-xia,HUANG Jin-ying ( School of Mechanical Engineering and Automation,North University of China,Taiyuan 030051,Shanxi,China);Study on Sensor Optimal Layout for Gearbox[J];Acta Armamentarii;2010-11
4 YANG Rong-hao①②,CEN Min-yi①,ZHANG Tong-gang①,YANG Jia③(①School of Civil Engineering,Southwest Jiaotong University,Chengdu 610031,China;②College of Earth Sciences,Chengdu University of Technology,Chengdu 610051,China;③College of Applied Nuclear Technology and Automation Engineering,Chengdu University of Technology,Chengdu 610051,China);DEM matching of least squares combining with genetic algorithm without control points[J];Science of Surveying and Mapping;2011-01
5 ZHANG Tong-gang, CEN Min-yi, FENG Yi-cong, YANG Rong-hao, REN Zhi-zhenDepartment of Surveying Engineering, School of Civil Engineering, Southwest Jiaotong University, Chengdu 610031,China;DEM Matching Algorithm Using Least Trimmed Squares Estimator[J];Acta Geodaetica et Cartographica Sinica;2009-02
6 LIAO Wei1,2,SUN Yan3,ZHANG Qiu-wen3,GONG Lan-lan3(1.School of Urban and Environment Sciences,Huazhong Normal University,Wuhan 430079,China;2.the Soil and Water Conservation Monitoring Center of Hubei,Wuhan 430070,China;3.Hubei Key Laboratory of Digital Valley Science and Technology, Huazhong University of Science & Technology(HUST),Wuhan 430074,China);ASSESSMENT FOR SOIL EROSION OF SLOPE RUNOFF PLOTS BASED ON QUANTITATIVE THEORY Ⅱ IN NORTH-WEST OF HUBEI PROVINCE[J];Resources and Environment in the Yangtze Basin;2011-04
7 YANG Yuping1,XIANG Hua2(1.Chongqing College of Electronic Engineering Chongqing 401331,China; 2.Chongqing Normal University,Chongqing 401331,China);Optimization of Dimension Reduction Algorithm for Face Recognition Character Data[J];Journal of Chongqing College of Electronic Engineering;2012-01
8 NIU Jie DAI Yan(School of Electrical and Electronic Engineering,Changzhou College of Information Technology,Changzhou 213164,China);A Robust Object Recognition Method for RoboCup Soccer Robots[J];Journal of Changzhou Vocational College of Information Technology;2009-05
9 YU Ning (Jiangsu Provincial Electronic Products Equipment Manufacture R&D Center, Huai'an 223002,China);A Novel PCA Algorithm for Face Recognition[J];Telecommunication Engineering;2009-12
10 LI Rong-jian1,HAN Qi-long2,YANG Xin-hua3(1.Software Institute,Dalian Jiaotong University,Dalian 116028,China;2.The People′s Procuratorate of Feixian,Feixian 273400,China;3.School of Traffic and Transporation Engineering,Dalian Jiaotong University,Dalian 116028,China);New Optimization Method of PCA Face Recognition[J];Journal of Dalian Jiaotong University;2008-04
China Proceedings of conference Full-text Database 4 Hits
1 LI Bo Electronics & Information Engineering College,Liaoning University of Technology,Jinzhou 121001,P.R.China;On Identity Authentication Technology of Distance Education System Based on Voiceprint Recognition[A];[C];2011
2 Xu Yan Chen Xiao-wei(Multimedia Laboratory Of Academy of Computer Science And Engineering Science,Guizhou University,Guiyang Guizhou,550025 );Eyes Location Based on Skin color﹑Geometry Characteristics and Grayness[A];[C];2005
3 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
4 Li Jie Ruan Qiu-qi(Institute of Information Science,School of Computer and Information Technology,Beijing Jiaotong University,Beijing 100044);Face Recognition based Weight-Wavelet and ImProved Fisher Face[A];[C];2008
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved