DocumentCode
142131
Title
Face recognition based on histogram of the 2D-FrFT magnitude and phase
Author
Yaxing Wang ; Lin Qi ; Xin Guo ; Lei Gao
Author_Institution
Zhengzhou Univ., Zhengzhou, China
Volume
3
fYear
2014
fDate
26-28 April 2014
Firstpage
1421
Lastpage
1425
Abstract
In face recognition, there are great challenges with variations arising from illumination, expression and other factors. Since the fractional Fourier transform feature is robust to illumination and expression variations and has been used in face recognition area, we propose a novel algorithm to face recognition with the local region histogram of the two dimensional fractional Fourier transform (2D-FrFT) magnitude and phase (LFMP). A face image is modeled as a “histogram sequence” by concatenating the histogram of all local regions of 2D-FrFT magnitude and phase binary pattern maps. The histogram intersection is used to measure the similarity of different LFMP binary pattern maps and the nearest neighborhood is exploited for final classification. We evaluate our approach on ORL and FERET face databases. Extensive experimental results verify the effectiveness of our LFMP descriptor.
Keywords
Fourier transforms; face recognition; feature extraction; visual databases; 2D-FrFT magnitude phase binary pattern maps; 2D-FrFT magnitude-phase histogram; FERET face databases; LFMP binary pattern maps; LFMP descriptor; ORL face databases; expression variations; face image; face recognition; histogram sequence; illumination variations; local region histogram; two dimensional fractional Fourier transform; Databases; Face; Face recognition; Feature extraction; Fourier transforms; Histograms; Lighting; 2D-FrFT; Local binary patterns; face recognition; fusion; local histogram;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Science, Electronics and Electrical Engineering (ISEEE), 2014 International Conference on
Conference_Location
Sapporo
Print_ISBN
978-1-4799-3196-5
Type
conf
DOI
10.1109/InfoSEEE.2014.6946154
Filename
6946154
Link To Document