DocumentCode
2479449
Title
Diffusion-Based Face Selective Smoothing in DCT Domain to Illumination Invariant Face Recognition
Author
Ezoji, Mehdi ; Faez, Karim
Author_Institution
Electr. Eng. Dept., Amirkabir Univ. of Technol., Tehran, Iran
fYear
2010
fDate
23-26 Aug. 2010
Firstpage
1164
Lastpage
1167
Abstract
In this paper, a diffusion-based iterative algorithm is proposed for illumination invariant face representation using image selective smoothing in DCT domain. In fact, we split the image I into three parts (R+w)+L of an illumination invariant component, an oscillating component and a smooth component. At each iteration, the influence of different frequency sub-bands of image is determined and the additive oscillating component is reduced. The experimental results confirmed that our approach provides a suitable representation for overcoming illumination variations.
Keywords
face recognition; iterative methods; DCT domain; diffusion based face selective smoothing; illumination invariant face recognition; iterative algorithm; Databases; Discrete cosine transforms; Face; Face recognition; Lighting; Reflectivity; Silicon; DCT; diffusionbased smoothing; face recognition; illumination invariant;
fLanguage
English
Publisher
ieee
Conference_Titel
Pattern Recognition (ICPR), 2010 20th International Conference on
Conference_Location
Istanbul
ISSN
1051-4651
Print_ISBN
978-1-4244-7542-1
Type
conf
DOI
10.1109/ICPR.2010.291
Filename
5595885
Link To Document