Color Image Enhancement Based on Adaptive Nonlinear Curves of Luminance Features

被引:15
作者
Cho, Hosang [1 ]
Kim, Geun-Jun [1 ]
Jang, Kyounghoon [1 ]
Lee, Sungmok [2 ]
Kang, Bongsoon [1 ]
机构
[1] Dong A Univ, Dept Elect Engn, Busan, South Korea
[2] Samsung Electromech Co Ltd, Suwon, South Korea
关键词
Luminance enhancement; color emphasis; tone mapped image quality index (TMQI); FPGA implementation; CONTRAST ENHANCEMENT; QUALITY ASSESSMENT;
D O I
10.5573/JSTS.2015.15.1.060
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
This paper proposes an image-dependent color image enhancement method that uses adaptive luminance enhancement and color emphasis. It effectively enhances details of low-light regions while maintaining well-balanced luminance and color information. To compare the structure similarity and naturalness, we used the tone mapped image quality index (TMQI). The proposed method maintained better structure similarity in the enhanced image than did the space-variant luminance map (SVLM) method or the adaptive and integrated neighborhood dependent approach for nonlinear enhancement (AINDANE). The proposed method required the smallest computation time among the three algorithms. The proposed method can be easily implemented using the field-programmable gate array (FPGA), with low hardware resources and with better performance in terms of similarity.
引用
收藏
页码:60 / 67
页数:8
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