Title :
Color enhancement for faded images based on multi-scale gray world algorithm
Author :
Kyung, Wang-Jun ; Kim, Dae-Chul ; Ha, Ho-Gun ; Ha, Yeong-Ho
Author_Institution :
Sch. of Electron. Eng., Kyungpook Nat. Univ., Daegu, South Korea
Abstract :
This paper presents a color enhancement algorithm based on multi-scale gray world algorithm for faded images. First, the proposed method adopts local process by using multi-scale mask. The coefficients for each multi-scale mask are obtained to apply the gray world algorithm. Then, integrating the coefficients with weights is performed to calculate correction ratio for red and blue channels in the gray world assumption. Finally, the corrected image is obtained by applying the integrated coefficients to the gray world algorithm. In the experimental results, the proposed method reproduces better colors for both wholly and partially faded images compared with the previous methods.
Keywords :
image colour analysis; image enhancement; blue channels; color enhancement algorithm; corrected image; correction ratio; gray world assumption; integrated coefficients; multiscale gray world algorithm; multiscale mask coefficient; partially faded images; red channels; wholly faded images; Educational institutions; Filtering algorithms; Filtering theory; Image color analysis; Image restoration; Manganese; Observers;
Conference_Titel :
Consumer Electronics (ISCE), 2012 IEEE 16th International Symposium on
Conference_Location :
Harrisburg, PA
Print_ISBN :
978-1-4673-1354-4
DOI :
10.1109/ISCE.2012.6241722