Extraction of Hybrid Trace Features with evolutionary computation for face recognition

2007 IEEE Congress on Evolutionary Computation, CEC 2007

Volumn , Issue , 2007, Pages 2493-2500

  Liu, Nan ^a,b   Wang, Han ^a,b  

^a IEEE

^b NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

Author keywords

[No Author keywords available]

Indexed keywords

FACE AUTHENTICATION SYSTEM; HYBRID TRACE FEATURES (HTF);

AUTHENTICATION; COMPUTATION THEORY; DATA FUSION; EVOLUTIONARY ALGORITHMS; FACE RECOGNITION; PRINCIPAL COMPONENT ANALYSIS;

FEATURE EXTRACTION;

EID: 79955317754     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CEC.2007.4424784     Document Type: Conference Paper

References (16)

1. A. Kadyrov and M. Petrou, "The trace transform and its applications," IEEE Trans. Pattern Anal. Machine Intell., vol. 23, pp. 811-828, Aug. 2001.
2. S. Srisuk, M. Petrou, W. Kurutach, and A. Kadyrov, "Face authentication using the trace transform," in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, June 2003, pp. 305-312.
3. R. Chellappa, C. L. Wilson, and S. Sirohey, "Human and machine recognition: A survey," in Proceedings of IEEE 83, May 1995, pp. 705-741.
4. M. Petrou and A. Kadyrov, "Affine invariant features from the trace transform," IEEE Trans. Pattern Anal. Machine Intell., vol. 26, pp. 30-44, Jan. 2004.
5. S. Srisuk, M. Petrou, W. Kurutach, and A. Kadyrov, "A face authentication system using the trace transform," Pattern Analysis Application, vol. 8, pp. 50-61, 2005.
6. M. Turk and A. Pentland, "Eigenfaces for recognition," Journal of Cognitive Neuroscience, vol. 3, pp. 71-86, 1991.
7. C. M. Bishop, Pattern Recognition and Machine Learning. Springer, 2006.
8. D. Goldberg, Genetic Algorithms in Search, Optimization, and Machine Learning. Addison-Wesley, 1989.
9. C. J. Liu, "Evolutionary pursuit and its application to face recognition," IEEE Trans. Pattern Anal. Machine Intell., vol. 22, pp. 570-582, 2000.
10. U. Maulik and S. Bandyopadhyay, "Genetic algorithm-based clustering technique," Pattern Recognition, vol. 33, pp. 1455-1465, 2000.
11. L. Y. Tseng and S. B. Yang, "A genetic clustering algorithm for data with non-spherical-shape clusters," Pattern Recognition, vol. 33, pp. 1251-1259, 2000.
12. Z. H. Sun, G. Bebis, and R. Miller, "Object detection using feature subset selection," Pattern Recognition, vol. 37, pp. 2165-2176, 2004.
13. E. K. Tang, P. N. Suganthan, X. Yao, and A. K. Qin, "Linear dimensionality reduction using relevance weighted lda," Pattern Recognition, vol. 38, pp. 485-493, 2005.
14. M. H. Yang, D. J. Kriegman, and N. Ahuja, "Detecting faces in images: A survey," IEEE Trans. Pattern Anal. Machine Intell., vol. 24, pp. 34- 58, 2002.
15. T. M. Mitchell, Machine Learning. New York: McGraw-Hill, 1997.
16. F. S. Samaria and A. C. Harter, "Parameterization of a stochastic model for human face identification," in Proceedings of The Second IEEE Workshop on Applications of Computer Vision, Sarasota, Florida, Dec. 1994, pp. 138-142.