Title :
Fast Image/Video Contrast Enhancement Based on Weighted Thresholded Histogram Equalization
Author :
Wang, Qing ; Ward, Rabab K.
fDate :
5/1/2007 12:00:00 AM
Abstract :
A fast and effective method for image contrast enhancement is presented. In the proposed method, the probability distribution function (histogram) of an image is modified by weighting and thresholding before the histogram equalization (HE) is performed. We show that such an approach provides a convenient and effective mechanism to control the enhancement process, while being adaptive to various types of images. We also discuss application of the proposed method in video enhancement. Experimental results are presented and compared with results from other contemporary methods.
Keywords :
equalisers; image enhancement; image resolution; statistical distributions; video signal processing; fast image-video contrast enhancement; probability distribution function; weighted thresholded histogram equalization; Adaptive control; Biomedical image processing; Distribution functions; Helium; Histograms; Pixel; Probability distribution; Process control; Programmable control; Speech synthesis;
Journal_Title :
Consumer Electronics, IEEE Transactions on
DOI :
10.1109/TCE.2007.381756