Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Acta Photonica Sinica》 2001-10
Add to Favorite Get Latest Update

BAYESIAN FACE RECOGNITION BASED ON THE COEFFICIENTS OF WAVELET DECOMPOSITION

Peng Jinye 1,2 ,Wang Dakai 2,Yu Bianzhang 1,Li Nan 2 1 Department of Electronics,Northwestern Polytechnic University,Xi′an 710068 2 Department of Electronics,Northwest University,Xi′an 710069  
In this paper,a number of approximate expressions for matching score in the Bayesian face recognition method and their calculations are presented.And then a new pattern vector that is formed by using coefficients of anti symmetrical biorthogonal wavelet decomposition is proposed for Bayesian face recognition.Experiments with AR facial database show that the performance of our method is 8% better than that of similar method based on the pattern vector formed by grey differences.In addition,our method provides a way to recognize facial image in compressed data domain without need of reconstructing the image.
【Fund】: 陕西省科技研究发展计划 (8k0 7-G4);; 西安市科技攻关计划 (GG990 7)资助项目
【CateGory Index】: O235
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 6 Hits
1 LIU Chang-hua(Anhui Broadcasting Movie & Television Vocational and technical College,Hefei,230022,China);On the Techniques of Face Recognition[J];Journal of Anhui Electrical Engineering Professional Technique College;2008-03
2 Hou Yuqing,Peng Jinye,Li Nan School of Electronics Engineer and Computer Science, Northwest University, Xi′an 710069;A Fast Approach to Face Location and Normalization[J];Acta Photonica Sinica;2005-12
3 HU Xiao-dong,PENG Xin,YAO Lan(Xi′an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi′an 710119, China)(Graduate University of Chinese Academy of Sciences,Beijing 100039, China);Study of Wavelet Domain Gaussian Mixture Model with Median Filtering Mixed Image Denoising[J];Acta Photonica Sinica;2007-12
4 GUI Lin,WU Xiao-yue (School of Information System and Management,National University of Defense Technology,Changsha 410073,China);Sequential Fault Diagnosis Model based on Hidden Markov Tree[J];Fire Control and Command Control;2009-04
5 HOU Yu-qing,PENG Jin-ye,ZHAO Jian,LI Yan ( Department of Electronics Science,Northwest University,Xi′an 710069,China);A coding algorithm for facial image supporting feature extraction in compression-domain[J];Journal of Northwest University(Natural Science Edition);2004-03
6 PENG Jin-ye, YU Bian-zhang, ZHANG Ye, LI-yan (Department of Electronics, Northwest University, Xi'an 710069,China) (Department of Electronics, Northwestern Polytechnic University, Xi'an 710072,China);Bayesian Face Recognition Based on Data Fusion[J];Mini-micro Systems;2003-04
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 XIAO Zhuohao LU Anxian LIU Shujiang YANG Zhou (College of Materials Science and Engineering,Central South University,Changsha 410083);Application of Artificial Neural Networks to Glass Composition Design[J];Materials Review;2005-06
2 XU Wenfeng,LIAO Xiaoling, LIU Xidong(Chemistry and Environment Scienence Department, Chongqing University of Arts and Sciences, Chengqing 402160);Application of Artificial Neural Network in the Study of Material Properties[J];Materials Review;2006-S2
3 XUAN Shi bin (Department of Mathmatic and Computer science,Guangxi University for Nationalities, Guangxi Nanning,530006 China);Dynamic Hopfield Neural Networks Model and Its Learning Algorithm[J];JOURNAL OF GUANGXI UNIVERSITY FOR NATIONALITIES(NATURAL SCIENCE EDITION);1999-03
4 Li Wen Liang Ximing Long Zuqiang (College of Information Science and Engineering, Central South University);Development and Prospect of Optimal Control[J];Guangdong Automation & Information Engineering;2003-01
5 PAN Ren-liang, WANG Xin-wei, MAO Zhi-chang (1. Department of Mathematics, East China Normal University, Shanghai 200062, China; 2. Department of Computer, East China Normal University, Shanghai 200062, China; 3. Institute of Estuarine and Coastal Research , East China Normal University, Shanghai 200062, China);The Model and Prediction for the Density of Chlorine Ion in the Waters of the Yangtze River Estuary[J];Journal of Eastchina Normal University(Natural Science);2003-02
6 Yang Fanwen Luo Yiping * (College of Material Science, South China University of technology, Guangzhou,510640) ( *Department of Teacher's Affair, Guilin Institute of Technology,Guilin,541004);The Way of Drawing Three Dimensional Picture of Simulation Result of Neural Network and it's Application on Formulation Optimization of Material[J];Synthetic Materials Aging and Application;2002-01
7 Zhang Youbing; Chen Jiaqi; Shi Luhua; Tian Riting(Dapt. of Electrical Engineering);Based Neural Networks for Automotive Style Recognition[J];JOURNAL OF HUBEI AUTOMOTIVE INDUSTRIES INSTITUTE;1998-03
8 Xiong Lianhuan Hu Hanping Li Dehua Li Zeyu;Segmenting the Color Image and Detecting the Edge by BP NN Method[J];JOURNAL OF HUAZHONG UNIVERSITY OF SCIENCE AND TECHNOLOGY;1999-02
9 ZHANG Chao, LIU Xian-lin (College of Electric Engineering, Zhenzhou University, Zhenzhou 450002,China);Application of integrating neural network in the line-loss analysis of distribution network[J];Relay;2002-07
10 LONG Teng rui, GUO Jin song, HUO Guo you (Faculty of Urban Construction and Environment Engineering, Chongqing University B,Chongqing 400045, China);Hopfield Network Models of Water Quality Evaluation[J];Journal of Chongqing Jianzhu University;2002-02
【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 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
4 SUN Fu-ming, GUI Zhi-guo, HAN Yan (Dept. of Electronic Engineering and Information Science, North China Institute of Technology, Taiyuan 030051, China);A Method for Accurately Extracting the Contour Parameters[J];JOURNAL OF TEST AND MEASUREMENT TECHNOLOGY;2001-01
5 Jin Mingxi,Wu Yan (Department of Computer Science and Engineering,Tongji University Shanghai 200092);Face Recognition Based on Counter Propagation Network[J];Journal of University of Electronic Science and Technology of China;2004-05
6 SUN Da-rui, WU Le-nan (Department of Radio Engineering, southeast University, Nanjing 210096, China);Eye Detection Based on Gabor Transforms[J];Journal of Circuits and Systems;2001-04
7 LIU Dang-hui1, SHEN Lan-sun1, Kin-Man LAM2 (1. Signal and Information Processing Laboratory, Beijing University of Technology, Beijing 100022, China; 2. Centre for Multimedia Signal Processing, The Hong Kong Polytechnic University, Hong Kong, China );Face Recognition:A Survey[J];Journal of Circuits and Systems;2004-01
8 ZHENG Wen-ming1,2, ZHAO Li1,2, ZOU Cai-rong1 (1. The Engineering Research Center of Information Processing and Application, Southeast university, Nanjing 210096, China; 2. The Research Center of Learning Science, Southeast university, Nanjing 210096, China);A perturbation algorithm for MDA in high dimensional space and its application to face recognition[J];Journal of Circuits and Systems;2004-06
9 Fu Yuqing;Gu Mingliang(Department of Radio Engineering,Southeadt university, Nanjing 210018);Facial Feature Extraction Based on the Neural Network[J];JOURNAL OF SOUTHEAST UNIVWRSITY;1995-05
10 Gao Xiqi; Zhou Hongxiang; He Zhenya(Department of Radio Engineering, Southeast University, Nanjing 210018);Human Face Image Recognition Based on Wavelet Transform and PCA Neural Networks[J];JOURNAL OF SOUTHEAST UNIVWRSITY;1996-02
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 LI Jin-ping,MA Kun-bao;Improvement of Resolving Power for Circular Scanning Image[J];Bulletin of Surveying and Mapping;2006-02
2 TAO Wei-liang1,3,WANG Xian-pei1,2,LIU Yan3,WANG Quan-de1 (1.Laboratory of System Integrated and Faults Diagnostics,Wuhan University,Wuhan 430079,China;2.Computer Teaching Center,Xiangfan University,Xiangfan 441053,China;3.School of Electronic Information,Wuhan University,Wuhan 430079,China);Measurement on composite insulators' contact angles based on image processing[J];Electric Machines and Control;2009-02
3 Hou Yuqing,Peng Jinye,Li Nan School of Electronics Engineer and Computer Science, Northwest University, Xi′an 710069;A Fast Approach to Face Location and Normalization[J];Acta Photonica Sinica;2005-12
4 ZHENG Zhen,ZHANG Yan-xin,HU Ying-xin,WANG Jian-hua,CHANG Sheng-jiang (Institute of Modern Optics,Nankai University,Tianjin,300070,China);Distribution of Images of Same Face under Variant Light Conditions in Independent Component Analysis Subspace[J];Acta Photonica Sinica;2008-05
5 CHEN Xiao-hua1,LI Chun-zhi1,JIANG Yun-liang1,2(1 School of Information & Engineering,Huzhou Teachers College,Huzhou Zhejiang 313000,Chian)(2 College of Computer Science,Zhejiang University,Hangzhou 310027,China);A Novel Palmprint Recognition Algorithm Based on the Noise Characteristic of the Palmprint[J];Acta Photonica Sinica;2009-06
6 LIU Wei1,ZHU Hong1,DENG Ying-na1,ZHANG Lin2(1 School of Automation and Information Engineering,Xi'an University of Technology,Xi'an 710048,China)(2 The Huayin Ordnance Test Centre of China,Shaanxi Huayin 714200,China);A Shadow Detection Algorithm Based on Statistical and Edge Properties[J];Acta Photonica Sinica;2009-07
7 LI Fan,LIU Shang-qian,QIN Han-lin(School of Technical Physics,Xidian University,Xi'an 710071,China);Dim Infrared Targets Detection Based on Adaptive Bilateral Filtering[J];Acta Photonica Sinica;2010-06
8 WU Yi-quan, JI Shou-xin(School of Information Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing 210016, China);Image Contourlet Threshold De-noising Based on Chaotic Particle Swarm Optimization[J];Acta Photonica Sinica;2010-09
9 ZHOU Hong1,LIU Lin-chong1,XU Hai-er,LIN Yong2(1.Department of Instrument Science and Engineering,Zhejiang University,Hangzhou 310027,China; 2.Department of Project Management,Shanghai Automatic Corporation,Shanghai 201203,China);Eye gaze direction discrimination for driver status monitoring[J];Journal of Circuits and Systems;2012-04
10 DENG Shan-xi(School of Instrument,Hefei University of Technology,Hefei 230009,China);Review of automatic technology in geometrical parameter measurement[J];Journal of Hefei University of Technology(Natural Science);2005-09
China Proceedings of conference Full-text Database 1 Hits
1 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
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved