Are Gabor phases really useless for face recognition?

Pattern Analysis and Applications

Volumn 12, Issue 3, 2009, Pages 301-307

  Zhang, Wenchao ^a,c   Shan, Shiguang ^b,c   Qing, Laiyun ^d   Chen, Xilin ^b,c   Gao, Wen ^a,b,c  

^a HARBIN INSTITUTE OF TECHNOLOGY   (China)

^b INSTITUTE OF GEOLOGY AND GEOPHYSICS   (China)

^c INSTITUTE OF COMPUTING TECHNOLOGY   (China)

^d UNIVERSITY OF CHINESE ACADEMY OF SCIENCES   (China)

Author keywords

Face recognition; Gabor phase; Local binary patterns (LBP); Local Gabor binary patterns (LGBP); Local histogram

Indexed keywords

EID: 70349880879     PISSN: 14337541     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10044-008-0123-0     Document Type: Article

References (19)

1. Zhao W, Chellappa R, Phillips P, Rosenfeld A (2003) Face recognition: a literature survey. ACM Comput Surv 35(4):399-458.
2. Phillips PJ, Grother P, Micheals RJ, Blackburn DM, Tabassi E, Bone JM (2003) Face recognition vendor test 2002 results. Evaluation Report.
3. Phillips PJ, Syed HM, Rizvi A, Rauss PJ (2000) The FERET evaluation methodology for face-recognition algorithms. IEEE Trans PAMI 22(10):1090-1104.
4. Shan S, Gao W, Chang Y, Cao B, Yang P (2004) Review the strength of Gabor features for recognition from the angle of its robustness to mis-alignment. In: Proceedings of the 18th international conference on pattern recognition (ICPR2004), vol 1, pp 338-341.
5. Lades M, Vorbruggen J, Buhmann J, Lange J, Cvd Malsburg, Wurtz R, Konen W (1993) Distortion invariant object recognition in the dynamic link architecture. IEEE Trans Comput 42(3):300-311.
6. Wiskott L, Fellous JN, Kruger N, Cvd Malsburg (1997) Face recogniton by elastic bunch graph matching. IEEE Trans PAMI 19(7):775-779.
7. Liu C, Wechsler H (2002) Gabor feature based classification using the enhanced Fisher linear discriminant model for face recognition. IEEE Trans IP 11(4):467-476.
8. Shan S, Yang P, Chen X, Gao W (2005) AdaBoost Gabor Fisher classifier for face recognition. In: Proceedings of international workshop on analysis and modeling of faces and gestures (AMFG 2005), LNCS 3723, pp 278-291.
9. Shen L, Bai L (2006) A review on Gabor wavelets for face recognition. Pattern Anal Appl 9(10):273-292.
10. Tao D, Li X, Wu X, Maybank SJ (2007) General tensor discriminant analysis and Gabor features for gait recognition. IEEE Trans PAMI 29(10):1700-1715.
11. Li X, Maybank SJ, Yan S, Tao D, Xu D (2008) Gait components and their application to gender recognition. IEEE Trans SMC-C 38(2):145-155.
12. Daugman J (2004) How iris recognition works? IEEE Trans CSVT 14(1):21-30.
13. Zhang W, Shan S, Gao W, Chen X, Zhang H (2005) Local Gabor binary pattern histogram sequence (LGBPHS): a novel non-statistical model for face representation and recognition. In: Proceedings of the 10th IEEE international conference on computer vision (ICCV2005), pp 786-791.
14. Ahonen T, Hadid A, Pietikäinen M (2004) Face recognition with local binary patterns. In: Proceeding of European conference on computer vision (ECCV2004), LNCS 3021, pp 469-481.
15. Hadjidemetriou E, Grossberg MD, Nayar SK (2004) Multiresolution histograms and their use for recognition. IEEE Trans PAMI 26(7):831-847.
16. Ojala T, Pietikäinen M, Harwood D (1996) A comparative study of texture measures with classification based on featured distribution. Pattern Recognit 29(1):51-59.
17. Ojala T, Pietikäinen M, Mäenpää T (2002) Multiresolution gray-scale and rotation invariant texture classification with local binary patterns. IEEE Trans PAMI 24(7):971-987.
18. Swain M, Ballard D (1991) Color indexing. Int J Comput Vis 7(1):11-32.
19. Duda R, Hart P, Stork D (2001) Pattern classification, 2nd edn. Wiley-Interscience, New York.