DocumentCode
3111487
Title
Surrounding adaptive color image enhancement based on CIECAM02
Author
Kang, Minsung ; Kim, Bongjoe ; Toh, Kar-Ann ; Sohn, Kwanghoon
Author_Institution
Dept. of Electr.&Electron. Eng., Yonsei Univ., Seoul
fYear
2008
fDate
12-15 Oct. 2008
Firstpage
1031
Lastpage
1036
Abstract
In this paper, we propose a CIECAM02-based color image enhancement method which is particularly robust to scenes with bright surrounding. The proposed method detects color edges using a distance metric based on the characteristics of a human visual system (HVS). The CIECAM02 is inherently strong considering both HVS and surrounding conditions. A major problem of HVS is that the dark region appears darker under a bright surrounding condition, leading to masking of details within the dark region. This phenomenon causes deterioration of edges which are among the most important and sensitive components for the HVS. To overcome this problem, we propose to weight the deteriorated edges at bright scenes. Adaptively, we estimate the surrounding image by the CIECAM02, and then use a vector gradient edge detector with a newly proposed distance metric to perform the weighting. The proposed method is seen to enhance edges without introducing unwanted color artifacts. We subjectively confirm the performance with clearly enhanced images.
Keywords
edge detection; image colour analysis; image enhancement; CIECAM02; adaptive color image enhancement; color edge detection method; human visual system; vector gradient edge detector; Color; Colored noise; Detectors; Displays; Euclidean distance; Humans; Image edge detection; Layout; Robustness; Visual system; CIECAM02; Image enhancement; color edge detection;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man and Cybernetics, 2008. SMC 2008. IEEE International Conference on
Conference_Location
Singapore
ISSN
1062-922X
Print_ISBN
978-1-4244-2383-5
Electronic_ISBN
1062-922X
Type
conf
DOI
10.1109/ICSMC.2008.4811417
Filename
4811417
Link To Document