Bi-Histogram Equalization with a Plateau Limit for Digital Image Enhancement

被引:212
作者
Ooi, Chen Hee [1 ]
Kong, Nicholas Sia Pik [1 ]
Ibrahim, Haidi [1 ]
机构
[1] Univ Sains Malaysia, Sch Elect & Elect Engn, Nibong Tebal 14300, Penang, Malaysia
关键词
Image contrast enhancement; histogram equalization; brightness preserving enhancement; clipped histogram equalization; CONTRAST ENHANCEMENT; ALGORITHM;
D O I
10.1109/TCE.2009.5373771
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Manly histogram equalization based methods have been introduced for the use in consumer electronics in recent years. Yet, many of these methods are relatively complicated to be implemented, and mostly, require a high computational time. Furthermore, some of the methods require several predefined parameters from the user, which make the optimal results cannot be obtained automatically. Therefore, this paper presents Bi-Histogram Equalization with a Plateau Level (BHEPL) as one of the options for the system that requires a short processing time image enhancement. First, BHEPL divides the input histogram into two independent sub-histograms. This is done in order to maintain the mean brightness. Then, these sub-histograms are clipped based oil the calculated plateau value. By doing this, excessive enhancement call be avoided. Experimental results show that this method only requires 34.20ms, in average, to process images of size 3648x2736 pixels (i.e.. 10 Mega pixels images). The proposed method also gives better enhancement results as compared with some multi-sections mean brightness preserving histogram equalization methods(1).
引用
收藏
页码:2072 / 2080
页数:9
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