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Brightness and contrast controllable image enhancement based on histogram specification

Authors :
Bin Xiao
Jiang Yanjun
Han Tang
Guoyin Wang
Weisheng Li
Source :
Neurocomputing. 275:2798-2809
Publication Year :
2018
Publisher :
Elsevier BV, 2018.

Abstract

Histogram based image enhancement techniques are widely used for performing contrast enhancement in images. However, most histogram based image enhancement methods have insufficient capability to freely tune the brightness and contrast of enhanced image. In this paper, two novel histogram based image enhancement algorithms are proposed. The proposed algorithms provide the way to control the brightness and contrast of enhanced image by adjusting two parameters. The principles for parameter selection are also discussed in this paper. Experimental results demonstrate a better performance of the proposed methods in both perceptual quality and image quality assessment metrics than the existing histogram based methods.

Details

ISSN :
09252312
Volume :
275
Database :
OpenAIRE
Journal :
Neurocomputing
Accession number :
edsair.doi...........ca914c79f63b8517073c0160d07f2176