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