Title :
Color image enhancement and evaluation algorithm based on human visual system
Author :
Huang, Kaiqi ; Wang, Qiao ; Wu, Zhenyang
Author_Institution :
Dept. of Radio Eng., Southeast Univ., Nanjing, China
Abstract :
We propose a novel color image enhancement method, the human visual system controlled color image enhancement and evaluation (HCCIEE) algorithm, and apply it to color images by considering natural image quality metrics. This HCCIEE algorithm is based on a multiscale representation of pattern, luminance and color processing in the human visual system. Experiments illustrate that the HCCIEE algorithm can produce distinguishing details while avoiding artifacts, which often occur in conventional multiscale enhancement methods, as well as producing images that appear as similar as possible to the viewer´s perception of actual scenes.
Keywords :
image colour analysis; image enhancement; image representation; natural scenes; visual perception; wavelet transforms; HCCIEE; color image enhancement; color image evaluation; color processing; human visual system; luminance; multiscale representation; natural image quality metrics; pattern representation; viewer scene perception; wavelet transform; Color; Control systems; Humans; Image enhancement; Image quality; Layout; Production; Radio control; Visual system; Wavelet transforms;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on
Print_ISBN :
0-7803-8484-9
DOI :
10.1109/ICASSP.2004.1326646