DocumentCode :
2627468
Title :
Image Enhancement Based on Logarithmic Transform Coefficient and Adaptive Histogram Equalization
Author :
Hossain, Md Foisal ; Alsharif, Mohammad Reza
Author_Institution :
Univ. of the Ryukyu, Okinawa
fYear :
2007
fDate :
21-23 Nov. 2007
Firstpage :
1439
Lastpage :
1444
Abstract :
This paper will present an enhancement technique based upon a new application of contrast limited adaptive histograms on transform domain coefficients called logarithmic transform coefficient adaptive histogram equalization (LTAHE). The method is based on the properties of logarithmic transform domain histogram and contrast limited adaptive histogram equalization. A measure of enhancement based on contrast measure with respect to transform will be used as a tool for evaluating the performance of the proposed enhancement technique and for finding optimal values for variables contained in the enhancement. The algorithm´s performance will be compared quantitatively to classical histogram equalization using the aforementioned measure of enhancement. Experimental results will be presented to show the performance of the proposed algorithm alongside classical histogram equalization.
Keywords :
image enhancement; image resolution; transforms; contrast limited adaptive histogram equalization; image enhancement; logarithmic transform coefficient adaptive histogram equalization; logarithmic transform domain histogram; Adaptive equalizers; Discrete Fourier transforms; Discrete cosine transforms; Discrete transforms; Electronic mail; Fast Fourier transforms; Histograms; Image edge detection; Image enhancement; Information technology;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Convergence Information Technology, 2007. International Conference on
Conference_Location :
Gyeongju
Print_ISBN :
0-7695-3038-9
Type :
conf
DOI :
10.1109/ICCIT.2007.258
Filename :
4420457
Link To Document :
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