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
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;
Conference_Titel :
Pattern Recognition (ICPR), 2010 20th International Conference on
Conference_Location :
Istanbul
Print_ISBN :
978-1-4244-7542-1
DOI :
10.1109/ICPR.2010.291