Title :
A new illumination estimation method based on local gradient for retinex
Author :
Park, Se-Kyung ; Kim, Byung-Sung ; Chung, Eui-Yoon ; Lee, Kwae-Hi
Author_Institution :
Dept. of Electron. Eng., Sogang Univ., Seoul, South Korea
Abstract :
In this paper, we present the new illumination estimation method for retinex algorithm, which is the color constancy algorithm under non-uniform illumination condition. In this algorithm, the most important factor is illumination estimation. Because properly estimated illumination guarantees good enhanced image. There are many algorithms for illumination estimation, LPF, MSR, bilateral filter, and so on. They have merits for illumination estimation, but they have demerits too. Proposed algorithm has edge preserving property that LPF, MSR haven´t. Proposed algorithm also has fast processing time using the fast algorithm. In this paper, we compare proposed algorithm with previous illumination estimation algorithms. And we show proposed algorithm superior to previous algorithms through various experiments.
Keywords :
edge detection; image colour analysis; image enhancement; color constancy algorithm; edge preserving property; enhanced image; fast algorithm; illumination estimation; local gradient; nonuniform illumination; retinex; Color; Filtering; Filters; Image processing; Industrial electronics; Light sources; Lighting; Reflectivity; Smoothing methods; Testing;
Conference_Titel :
Industrial Electronics, 2009. ISIE 2009. IEEE International Symposium on
Conference_Location :
Seoul
Print_ISBN :
978-1-4244-4347-5
Electronic_ISBN :
978-1-4244-4349-9
DOI :
10.1109/ISIE.2009.5218886