DocumentCode
2384489
Title
Efficient contrast enhancement using adaptive gamma correction and cumulative intensity distribution
Author
Chiu, Yi-Sheng ; Cheng, Fan-Chieh ; Huang, Shih-Chia
Author_Institution
Dept. of Electron. Eng., Nat. Taipei Univ. of Technol., Taipei, Taiwan
fYear
2011
fDate
9-12 Oct. 2011
Firstpage
2946
Lastpage
2950
Abstract
This paper proposes an efficient histogram modification method for contrast enhancement, which plays a significant role in digital image processing, computer vision, and pattern recognition. We present an automatic transformation technique to improve the brightness of dimmed images based on the gamma correction and probability distribution of the luminance pixel. Experimental results show that the proposed method produces enhanced images of comparable or higher quality than previous state-of-the-art methods.
Keywords
brightness; computer vision; image enhancement; image recognition; statistical distributions; adaptive gamma correction; automatic transformation technique; brightness improvement; computer vision; contrast enhancement; cumulative intensity distribution; digital image processing; histogram modification method; luminance pixel; pattern recognition; probability distribution; Brightness; Color; Helium; Histograms; Image enhancement; Lakes; PSNR; Contrast enhancement; gamma correction; histogram equalization; histogram modification;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man, and Cybernetics (SMC), 2011 IEEE International Conference on
Conference_Location
Anchorage, AK
ISSN
1062-922X
Print_ISBN
978-1-4577-0652-3
Type
conf
DOI
10.1109/ICSMC.2011.6084119
Filename
6084119
Link To Document