Optimal Gabor Kernel's Scale and orientation selection for face classification

Optics and Laser Technology

Volumn 39, Issue 4, 2007, Pages 852-857

  Li, Fenlan ^a   Xu, Kexin ^a  

^a TIANJIN UNIVERSITY   (China)

Author keywords

Gabor; Genetic algorithms (GAs); Simulated annealing

Indexed keywords

CLASSIFICATION (OF INFORMATION); GENETIC ALGORITHMS; OPTIMIZATION; PROBLEM SOLVING; SEMICONDUCTING GALLIUM ARSENIDE; SIMULATED ANNEALING;

DIMENSION REDUCTION; GABOR FEATURES; OPTIMAL SUBSET SELECTION; OPTIMIZATION STAGNANCY PROBLEMS;

FACE RECOGNITION;

EID: 33751526000     PISSN: 00303992     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.optlastec.2006.01.010     Document Type: Article

References (8)

1. Liu C.J., and Wechsler H. Gabor feature based classification using the enhanced fisher linear discriminant model for face recognition. IEEE Trans Image Process 11 4 (2002) 467-476
2. Yang P., et al. Face recognition using ada-boosted Gabor features. IEEE Inter Conf. Automat Face Gesture Recogn (2004)
3. Kruger N. An algorithm for the learning of weights in discrimination functions using a priori constrain. IEEE Trans Pattern Anal Mach Intell 19 7 (1997) 764-768
4. Malsburg C., et al. Determination of face position and pose with a learned representation based on labeled graphs. Image Vis Comput 15 (1997) 665-673
5. Somol P., et al. Adaptive floating search methods in feature selection. Pattern Recogn Lett 20 (1999) 1157-1163
6. Gokberk B., et al. Optimal Gabor kernel location selection for face recognition. IEEE Int Conf Image Process (2003) 677-680
7. Ekenel H.K., and Sankur B. Feature selection in the independent component subspace for face recognition. Pattern Recogn Lett 25 (2004) 1377-1388
8. Zehang S., et al. Object detection using feature subset selection. Pattern Recogn 37 (2004) 2165-2176