DocumentCode :
174005
Title :
Multiple regions based histogram equalization
Author :
Moniruzzaman, Md ; Shafuzzaman, Md ; Hossain, Md Faruque
Author_Institution :
Dept. of Electron. & Commun. Eng., Khulna Univ. of Eng. & Technol., Khulna, Bangladesh
fYear :
2014
fDate :
23-24 May 2014
Firstpage :
1
Lastpage :
6
Abstract :
Image contrast enhancement is required to improve the visual appearance of the image. Histogram is an important tool for image processing. By equalizing the histogram the contrast of an image can be increased. A widely known contrast enhancement technique is histogram equalization (HE). In this paper, a histogram equalization technique has been proposed for image contrast enhancement. The input image is divided into multiple regions and each region is mapped into output region to get the equalized histogram. The proposed method is capable of preserving and maintaining the brightness and the quality of the image. The proposed method also brings out the edges which were not in the input image. Using some performance measuring tools, the proposed technique has been compared with other existing methods. From the experimental results it can be seen that the proposed technique dominates over other existing methods.
Keywords :
image enhancement; histogram equalization technique; image brightness; image contrast enhancement; image quality; multiple regions; Brightness; Histograms; Image edge detection; Informatics; PSNR; Pediatrics; Probability; contrast enhancement; histogram; histogram equalization; image brightness;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Informatics, Electronics & Vision (ICIEV), 2014 International Conference on
Conference_Location :
Dhaka
Print_ISBN :
978-1-4799-5179-6
Type :
conf
DOI :
10.1109/ICIEV.2014.6850750
Filename :
6850750
Link To Document :
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