DocumentCode
3278642
Title
Face recognition accuracy of Gabor phase representations at different scales and orientations
Author
Nouyed, Iqbal ; Poon, Bruce ; Amin, M. Ashraful ; Yan, Hong
Author_Institution
Sch. of Eng. & Comput. Sci., Indep. Univ., Bangladesh
Volume
4
fYear
2011
fDate
10-13 July 2011
Firstpage
1767
Lastpage
1772
Abstract
The classification capability of 40 different basic Gabor phase representations for human face recognition is examined in this paper. The results show that, among all 40 basic Gabor phase based feature representations, the filter responses acquired from the larger scales show the higher discriminating ability for face recognition.
Keywords
Gabor filters; face recognition; feature extraction; image representation; Gabor phase representations; different orientations; different scales; face recognition accuracy; feature representations; Educational institutions; Face; Face recognition; Gabor filters; Histograms; Kernel; Tensile stress; Face recognition; Gabor; Gabor magnitude; Gabor phase; Histogram Intersection; Local Gabor Binary Pattern;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics (ICMLC), 2011 International Conference on
Conference_Location
Guilin
ISSN
2160-133X
Print_ISBN
978-1-4577-0305-8
Type
conf
DOI
10.1109/ICMLC.2011.6017000
Filename
6017000
Link To Document