A novel principal component analysis neural network algorithm for fingerprint recognition in online examination system

Proceedings - 2009 Asia-Pacific Conference on Information Processing, APCIP 2009

Volumn 1, Issue , 2009, Pages 182-186

  Chen, Yu ^a   Zhang, Jian ^a   Yi, Bo ^a   Chen, Deyun ^b  

^a NORTHEAST FORESTRY UNIVERSITY   (China)

^b HARBIN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

Author keywords

Fingerprint recognition; Neural network; Principal component analysis; Symmetric subspace

Indexed keywords

BASIC PRINCIPLES; BP NEURAL NETWORKS; CONVERGENCE CONDITIONS; FEATURE SELECTION; FINGERPRINT RECOGNITION; FINGERPRINT RECOGNITION ALGORITHM; NEURAL NETWORK ALGORITHM; ONLINE EXAMINATIONS; PRE-PROCESSING STEP; RECOGNITION RATES; SUB-SPACE ALGORITHMS; SUBSPACE MODELS;

ALGORITHMS; BACKPROPAGATION ALGORITHMS; COMPUTATIONAL COMPLEXITY; CONVERGENCE OF NUMERICAL METHODS; DATA PROCESSING; FEATURE EXTRACTION; NEURAL NETWORKS;

PRINCIPAL COMPONENT ANALYSIS;

EID: 70649111311     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/APCIP.2009.53     Document Type: Conference Paper

References (9)

1. Yang XD , Ning XB , Yin YL. Fingerprint image preprocessing technique and feature extraction algorithm. Journal of Nanjing University Natural Sciences , 2006, 4(42) : 351-361
2. Areekul V , Watchareeruetai U. Separable gabor filter realizationfor fast fingerprint enhancement. IEEE International Conference , 2005 , 3(1): 5-10.
3. J.Karhumen and J.Joutsensalo,Represention and Separation of Signals Using Nonlinear PCA Type Learning,Helsinki University of Technology,2001,(8):1083- 1091
4. F.M. Ham and I.Kim,Extension of the Generalized Hebbian Algorithm for Principal Component Extraction,Appliction and Science of Neural Networks,1998, 3455: 85-274
5. da Rocha Gesualdi, A.; Manoel de Seixas, J. ; Characterrecognition in car license plates based on principal components and neural processing, Neural Networks. 2002,14:206-211
6. YANG Zhongjin , SHI Zhongke. Fast approach for optimal brain surgeon [J]. Journal of System Simulation, 2005, (17) 1: 162-165.
7. AleixM Martinez, Avinash C Kak. PCA versus LDA. IEEE Trans,Pattern Anal, Machine Intell igent,2001,23(2):228-233.
8. Wang L ,Wang X, Feng J. On image matrix based feature extraction algorithms[J]. IEEE Transactionson Systems, Man , and Cybernetics-Part B: Cybernetics: Accepted for future publication, 2005, 99: 194-197.
9. Junwei Tao,Wei Jiang. Improved two-dimensional principal component analysis based on the palmprint identification. Optical Technology,2007,33(2): 283-286.