Title :
Enhancing Contrast in Color Images Using Bilateral Filter and Histogram Equalization Using Wavelet Coefficients
Author :
Anoop, R. ; Wilscy, M.
Author_Institution :
Dept. Of Comput. Sci., Univ. of Kerala
Abstract :
The visibility of an image depends a lot on its contrast. Improving contrast by various techniques can enhance the color image quality. However, most of them often get poor results if the images are high contrast and have wide dynamic range. This paper proposes a method for enhancing contrast in images by combining bilateral filtering and exact histogram equalization using wavelet coefficients. This method enhances contrast while preserving details in the Intensity component of the Hue, Saturation and Intensity color space of the color image.
Keywords :
image colour analysis; bilateral filter; color images; histogram equalization; image quality; wavelet coefficients; Color; Conferences; Discrete wavelet transforms; Filtering; Filters; Histograms; Image edge detection; Image enhancement; Pixel; Wavelet coefficients;
Conference_Titel :
Future Generation Communication and Networking Symposia, 2008. FGCNS '08. Second International Conference on
Conference_Location :
Sanya
Print_ISBN :
978-1-4244-3430-5
Electronic_ISBN :
978-0-7695-3546-3
DOI :
10.1109/FGCNS.2008.13