Title :
Adjustable weighting image contrast enhancement algorithm and its implementation
Author :
He, Renjie ; Luo, Sheng ; Jing, Zhanrong ; Fan, Yangyu
Author_Institution :
Dept. of Electron. & Inf. Eng., Northwestern Polytech. Univ., Xi´´an, China
Abstract :
Image enhancement is one of the most important techniques in digital imaging processing fields. Traditional global histogram equalization usually causes excessive contrast enhancement while local histogram equalization may cause block effect. To overcome these problems, a new method for image contrast enhancement is developed. The novelty is that the weighted average of histogram equalization and exponential transformation are combined and the level of the contrast improvement is adjustable by changing the weighting coefficients. The proposed algorithm not only achieved adjustable contrast enhancement, for color image, it also weakened the situation of lacking color due to the risen of intensity, thus increasing the image saturation. Experimental results show that the proposed algorithm has good performance on enhancing contrast and color for a majority of images mostly taken by the authors.
Keywords :
image colour analysis; image enhancement; block effect; color image; digital imaging processing; exponential transformation; global histogram equalization; histogram equalization weighted average; image contrast enhancement algorithm; image saturation; local histogram equalization; Brightness; Entropy; Helium; Histograms; Image color analysis; Image enhancement; Pixel; adjustable weighting; contrast enhancement; histogram equalization; weighted average;
Conference_Titel :
Industrial Electronics and Applications (ICIEA), 2011 6th IEEE Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-8754-7
Electronic_ISBN :
pending
DOI :
10.1109/ICIEA.2011.5975875