DocumentCode
1046147
Title
A Dynamic Histogram Equalization for Image Contrast Enhancement
Author
Abdullah-Al-Wadud, M. ; Kabir, Md Hasanul ; Dewan, M. Ali Akber ; Chae, Oksam
Author_Institution
Kyung Hee Univ., Seoul
Volume
53
Issue
2
fYear
2007
fDate
5/1/2007 12:00:00 AM
Firstpage
593
Lastpage
600
Abstract
In this paper, a smart contrast enhancement technique based on conventional histogram equalization (HE) algorithm is proposed. This dynamic histogram equalization (DHE) technique takes control over the effect of traditional HE so that it performs the enhancement of an image without making any loss of details in it. DHE partitions the image histogram based on local minima and assigns specific gray level ranges for each partition before equalizing them separately. These partitions further go though a repartitioning test to ensure the absence of any dominating portions. This method outperforms other present approaches by enhancing the contrast well without introducing severe side effects, such as washed out appearance, checkerboard effects etc., or undesirable artifacts.
Keywords
image enhancement; checkerboard effects; conventional histogram equalization; dynamic histogram equalization; image contrast enhancement; image histogram; smart contrast enhancement technique; washed out appearance; Computational efficiency; Frequency; Gaussian distribution; Helium; Histograms; Humans; Image processing; Partitioning algorithms; Pixel; Testing;
fLanguage
English
Journal_Title
Consumer Electronics, IEEE Transactions on
Publisher
ieee
ISSN
0098-3063
Type
jour
DOI
10.1109/TCE.2007.381734
Filename
4266947
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