Feature extraction using Class-Augmented Principal Component Analysis (CA-PCA)

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 4132 LNCS - II, Issue , 2006, Pages 606-615

  Park, Myoung Soo ^a   Na, Jin Hee ^a   Choi, Jin Young ^a  

^a South Korea   (South Korea)

Author keywords

[No Author keywords available]

Indexed keywords

DATA REDUCTION; DATABASE SYSTEMS; MATRIX ALGEBRA; PRINCIPAL COMPONENT ANALYSIS; PROBLEM SOLVING;

CLASS INFORMATION; CLASS-AUGMENTED PRINCIPAL COMPONENT ANALYSIS (CA-PCA); SCATTER MATRIX;

FEATURE EXTRACTION;

EID: 33749862467     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11840930_63     Document Type: Conference Paper

References (11)

1. M. Turk and A. Pentland, "Eigenfaces for recognition," Journal of Cognitive Neuroscience, vol.3, pp.71-86, 1991.
2. R. Duda and P. Hard, Pattern Classification and Scene Analysis, New York: Wiley, 1973.
3. R. A. Fisher, "The Use of Multiple Measures in Taxonomic Problems," Annual Eugenics, vol.7, pp.179-188, 1936.
4. R. Huang, Q. Liu, H. Lu, S. Ma, "Solving the Small Sample Size Problem of LDA", in Proceedings of IEEE International Conf. on Pattern Recognition, vol.3, 2002.
5. P. Belhumeur, J. Hespanha, and D. Kriegman, "Eigenfaces vs. FisherFaces: Recognition using class specific linear projection," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.19, no.7, pp.711-720, 1997.
6. J. Yang, Y. Yu, and W. Kunz, "An Efficient LDA Algorithm for Face Recognition," in Proceedings of the 6th International Conference on Control, Automation, Robotics and Vision (ICARCV2000), 2000.
7. Cheong Hee Park, Haesun Park, Panos Pardalos, "A Comparative Study of Linear and Nonlinear Feature Extraction Methods," in Proceedings of 4th IEEE International Conference on Data Mining (ICDM'04), pp.495-498, 2004.
8. M. H. Yang, "Kernel Eigenfaces vs. Kernel Fisherfaces: Face Recognition Using Kernel Methods," Proceedings of 5th IEEE Internationl Conference on Automatic Face and Gesture Recognition (RGR'02), pp.215-220, 2002.
9. Jian Yang, David Zhang, Alejandro F. Frangi, Jing-yu Yang, "Two-Dimensional PCA: A New Approach to Appearance-Based Face Representation and Recognition," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.26, no.1, pp.131-137, 2005.
10. J. E. Meng, W. Chen and W. Shiqian, "Highspeed face recognition based on discrete cosine transform and RBF neural networks," IEEE Transactions on Neural Networks, vol.16, issue.3, pp.679-691, 2005.
11. Nojun Kwak, Chong-Ho Choi and Narendra Ahuja, "Face recognition using feature extraction based on independent component analysis," in Proceedings of International Conference on Image Processing 2002, Rochester, 2002.