DocumentCode :
2097773
Title :
Block based Intensity-Pair Distribution for Image Contrast Enhancement
Author :
Kabir, Md Humayun ; Abdullah-Al-Wadud, M. ; Khan, M.A.U. ; Chae, Oksam ; Bettayeb, M.
fYear :
2006
fDate :
13-14 Nov. 2006
Firstpage :
76
Lastpage :
83
Abstract :
In this paper, we present an image contrast enhancement method based on block-wise intensity pair distribution. Instead of using the intensity-pair distribution of the whole image, this proposed algorithm takes the intensity-pair distribution block-wise and maps the intensity of the center pixel according to an expansion function. To control the contrast stretch and over-enhancement, a linear magnitude mapping function is used instead of a nonlinear one. This linear mapping preserves the relative contrast enhancement ratio between the gray levels. The local information from blocks easily facilitates contrast enhancement, brings out subtle edge information, and removes noises from the image. The proposed algorithm can be best suited for detail analysis of image features
Keywords :
edge detection; image enhancement; image resolution; block-wise intensity pair distribution; image contrast enhancement; image features; linear magnitude mapping function; subtle edge information; Adaptive equalizers; Algorithm design and analysis; Brightness; Computational efficiency; Helium; Histograms; Humans; Image analysis; Image processing; Pixel;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Emerging Technologies, 2006. ICET '06. International Conference on
Conference_Location :
Peshawar
Print_ISBN :
1-4244-0503-3
Electronic_ISBN :
1-4244-0503-3
Type :
conf
DOI :
10.1109/ICET.2006.335957
Filename :
4136925
Link To Document :
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