Title :
Combining analytic phase and Fourier phase for face recognition
Author_Institution :
Sch. of Comput. & Electr. Eng., Indian Inst. of Technol. Mandi, Mandi, India
Abstract :
This paper proposes a Borda count based approach to combine the complimentary edge information present in spatial domain and Fourier domain representation of image for face recognition. The edges in spatial domain are captured using analytic phase based representation. The phase of Fourier transform is used to represent the edge information of image in Fourier domain. The experimental results show that performance of the proposed approach is better then the several existing approaches, as well as from the performances obtained using either analytic phase image or phase of the Fourier transform.
Keywords :
Fourier transforms; face recognition; image representation; Borda count based approach; Fourier domain representation; Fourier transform; complimentary edge information; face recognition; image representation; spatial domain representation; Face; Face recognition; Fourier transforms; Image edge detection; Information processing; Lighting; Training;
Conference_Titel :
Image Information Processing (ICIIP), 2011 International Conference on
Conference_Location :
Himachal Pradesh
Print_ISBN :
978-1-61284-859-4
DOI :
10.1109/ICIIP.2011.6108963