Title :
Local histogram modification based contrast enhancement
Author :
Tian, Qiyuan ; Duan, Jiang
Abstract :
This paper presents a novel contrast enhancement algorithm based on local histogram modification. A global method, which works by striking a balance between linear contrast enhancement and histogram equalization, is firstly introduced. We then segment images into rectangle regions and adaptively stretch contrast using our global enhancement algorithmin in each region to reproduce local contrast and details. In order to avoid boundary artifacts, we propose a bilateral weighting scheme. Our method is easy to use, and the experiment results show that the technique can produce good results on a variety of images.
Keywords :
image enhancement; image segmentation; bilateral weighting scheme; contrast enhancement algorithm; global enhancement algorithm; global method; histogram equalization; image segmentation; linear contrast enhancement; local histogram modification; rectangle regions; Dynamic range; Helium; Histograms; Image segmentation; Noise; Sociology;
Conference_Titel :
Audio, Language and Image Processing (ICALIP), 2012 International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4673-0173-2
DOI :
10.1109/ICALIP.2012.6376577