Quadrants Dynamic Histogram Equalization for Contrast Enhancement

被引:108
|
作者
Ooi, Chen Hee [1 ]
Isa, Nor Ashidi Mat [1 ]
机构
[1] Univ Sains Malaysia, Sch Elect & Elect Engn, Imaging & Intelligent Syst Res Team ISRT, Nibong Tebal 14300, Penang, Malaysia
关键词
Histogram equalization; dynamic histogram equalization; contrast enhancement; partitioned histogram;
D O I
10.1109/TCE.2010.5681140
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
In this paper, we introduce a histogram equalization (HE)-based technique, called quadrant dynamic histogram equalization (QDHE), for digital images captured from consumer electronic devices. Initially, the proposed QDHE algorithm separates the histogram into four (quadrant) sub-histograms based on the median of the input image. Then, the resultant sub-histograms are clipped according to the mean of intensity occurrence of input image before new dynamic range is assigned to each sub-histogram. Finally, each sub-histogram is equalized. Based on extensive simulation results, the QDHE method outperforms some methods existing in literature, which can be considered as state-of-the-arts, by producing clearer enhanced images without any intensity saturation, noise amplification, and over-enhancement. Furthermore, image details of the processed image are well preserved and highlighted. For this reason, the proposed QDHE algorithm is suitable for images captured in low-light environments - an unavoidable situation by many consumer electronics products such as camera devices in cell phone(1).
引用
收藏
页码:2552 / 2559
页数:8
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