DocumentCode
2638520
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
fYear
2011
fDate
21-23 June 2011
Firstpage
1750
Lastpage
1754
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Industrial Electronics and Applications (ICIEA), 2011 6th IEEE Conference on
Conference_Location
Beijing
ISSN
pending
Print_ISBN
978-1-4244-8754-7
Electronic_ISBN
pending
Type
conf
DOI
10.1109/ICIEA.2011.5975875
Filename
5975875
Link To Document