DocumentCode
166063
Title
Contrast limited adaptive histogram equalization based enhancement for real time video system
Author
Yadav, Garima ; Maheshwari, Shishir ; Agarwal, Abhishek
Author_Institution
Dept. of Comput. Sci. & Eng, Gov. Women Eng. Coll., Ajmer, India
fYear
2014
fDate
24-27 Sept. 2014
Firstpage
2392
Lastpage
2397
Abstract
Contrast limited adaptive histogram equalization (CLAHE) is used for improve the visibility level of foggy image or video. In this paper we used CLAHE enhancement method for improving the video quality in real time system. Adaptive histogram equalization (AHE) is different from normal histogram equalization because AHE use several methods each corresponding to different parts of image and used them to redistribute the lightness value of the image and in case of CLAHE `Distribution´ parameter are used to define the shape of histogram which produce the better quality result compare then adaptive histogram equalization (AHE). In this algorithm rayleigh distribution parameter are used which create bell shaped histogram. The drawback of AHE is work over homogeneous fog but CLAHE applied over both homogeneous and heterogeneous fog and single image and video system. And the second drawback of AHE is used `cumulation function´ which applied over only gray level image but CLAHE used both images colored and graylevel.
Keywords
image enhancement; real-time systems; video signal processing; AHE; CLAHE; CLAHE enhancement method; Rayleigh distribution parameter; contrast limited adaptive histogram equalization; foggy image; foggy video; normal histogram equalization; real time system; real time video system enhancement; video quality; Adaptive equalizers; Histograms; Image color analysis; Image edge detection; Meteorology; Real-time systems; Streaming media; adaptive histrogram equalization; contrast enhancement; contrast limited adaptive histrogram equalization; cumulation funtion;
fLanguage
English
Publisher
ieee
Conference_Titel
Advances in Computing, Communications and Informatics (ICACCI, 2014 International Conference on
Conference_Location
New Delhi
Print_ISBN
978-1-4799-3078-4
Type
conf
DOI
10.1109/ICACCI.2014.6968381
Filename
6968381
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