TY - JOUR
T1 - Color image enhancement using correlated intensity and saturation adjustments
AU - Kwok, Ngaiming
AU - Shi, Haiyan
AU - Fang, Gu
AU - Ha, Quang
AU - Yu, Ying-Hao
AU - Wu, Tonghai
AU - Li, Huaizhong
AU - Nguyen, Thai
PY - 2015
Y1 - 2015
N2 - The enhancement of digital color images needs to be performed in accordance with human perception in terms of hue, saturation, and intensity attributes instead of improving only the contrast. Two approaches were developed in this work, which use a correlated adjustment mechanism incorporating intensity and saturation attributes and provide contrast and saturation enhancements together with brightness consistency. In these algorithms, object edges are emphasized for contrast, and image saturation is increased by boosting the salient regions. Furthermore, intensity and saturation enhancements are carried out in a lattice structure where adjustments are made inter-related for better performance. Experiments were conducted with benchmark and real-world images. Results had shown improvements in image qualities both qualitatively and quantitatively.
AB - The enhancement of digital color images needs to be performed in accordance with human perception in terms of hue, saturation, and intensity attributes instead of improving only the contrast. Two approaches were developed in this work, which use a correlated adjustment mechanism incorporating intensity and saturation attributes and provide contrast and saturation enhancements together with brightness consistency. In these algorithms, object edges are emphasized for contrast, and image saturation is increased by boosting the salient regions. Furthermore, intensity and saturation enhancements are carried out in a lattice structure where adjustments are made inter-related for better performance. Experiments were conducted with benchmark and real-world images. Results had shown improvements in image qualities both qualitatively and quantitatively.
KW - brightness preservation
KW - color enhancement
KW - color image
KW - contrast enhancement
KW - saturation enhancement
UR - http://handle.uws.edu.au:8081/1959.7/uws:31182
U2 - 10.1080/09500340.2015.1051601
DO - 10.1080/09500340.2015.1051601
M3 - Article
SN - 0950-0340
VL - 62
SP - 1037
EP - 1047
JO - Journal of Modern Optics
JF - Journal of Modern Optics
IS - 13
ER -