Title :
Content awareness-based color image enhancement
Author :
Yonghun Shin ; Soowoong Jeong ; Sangkeun Lee
Author_Institution :
Multimedia Comput. Lab., Chung-Ang Univ., Seoul, South Korea
Abstract :
This paper presents a novel color image enhancement method to improve the image brightness based on retinex theory. Specifically, the proposed method employs an adaptive gamma correction on the illumination components based on pixels. We appropriately perform the brightness enhancement. Additionally, we restore the detail and color using reflectance components. Experiments demonstrate that the proposed method outperforms existing algorithm in terms of subjective assessment and processing speed. Therefore, it can be applied effectively to outdoor vision applications or digital devices including mobile cameras and camcorders with low complexity.
Keywords :
brightness; image colour analysis; image enhancement; color image enhancement; content awareness; image brightness; outdoor vision applications; reflectance component; retinex theory; Brightness; Color; Image color analysis; Image restoration; Lighting; Performance evaluation; Reflectivity; color image enhancement; gamma correction; retinex theory;
Conference_Titel :
Consumer Electronics (ISCE 2014), The 18th IEEE International Symposium on
Conference_Location :
JeJu Island
DOI :
10.1109/ISCE.2014.6884471