Subspace based object recognition using support vector machines

13th European Signal Processing Conference, EUSIPCO 2005

Volumn , Issue , 2005, Pages 393-396

  Sezer, O G ^a   Ercil, A ^a   Keskinoz, M ^a  

^a SABANCI UNIVERSITY   (Turkey)

Author keywords

[No Author keywords available]

Indexed keywords

COMBINATORIAL EXPLOSION; COMPARATIVE ANALYSIS; FEATURE VECTORS; MEMORY COMPLEXITY; SUBSPACE BASED;

INDEPENDENT COMPONENT ANALYSIS; OBJECT RECOGNITION; PRINCIPAL COMPONENT ANALYSIS; SIGNAL PROCESSING;

SUPPORT VECTOR MACHINES;

EID: 84863637955     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (11)

1. M. Hagedoorn, Pattern Matching using Similarity Measures, PhD Thesis, University of Utrecht, 2000
2. S. Loncaric, A Survey of Shape Analysis Techniques, Pattern Recognition, Vol. 31, No. 8, pp. 983-1001, 1998
3. R.C. Veltkamp, M. Hagedoorn, State of the Art in Shape Matching, Technical Report, UU-CS-1999-27, Utrecht, 1999.
4. M. S. Bartlett, H. M. Lades, and T. J. Sejnowski, Independent component representations for face recognition, Proc. SPIESymp. Electron. Imaging: Science Technology; Conf. Human Vision Electronic Imaging III, CA, 1998, pp. 528-539.
5. H. S. Sahambi, K. Khorasani, A Neural-Network Appearance-Based 3-D Object Recognition Using Independent Component Analysis, IEEE Trans. on Neural Networks, vol. 14, no. 1, January 2003, pp. 138-149.
6. M. Pontil, A. Verri, Support Vector Machines for 3D Object Recognition, IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 20, no. 6, June 1998, pp. 637-646.
7. M. Turk and A. Pentland, "Eigenfaces for Recognition," J. CognitiveNeuroscience, vol. 3, no. 1, 1991
8. A. Hyvarinen, Survey on independent component analysis, Neural Computing Surveys, 2,(99) 94-128.
9. N. Cristianini, J.Shawe-Taylor, An Introduction to Support Vector Machines ans Other Kernel-based Learning Methods, Cambridge Univ. Press 2000.
10. S. A. Nene, S. K. Nayar and H. Murase, Columbia Object Image Library (COIL-20), Technical Report CUCS-005-96, February 1996.
11. Chih-Wei Hsu, Chih-Chung Chang, and Chih-Jen Lin, A Practical Guide to Support Vector Classification, Department of Computer Science and Information Engineering National Taiwan University.