Image fusion algorithm based on contrast pyramid and its performance evaluation

被引:8
作者
Dong, Yubing [1 ]
Li, Mingjing [1 ]
Li, Jie [1 ]
机构
[1] Changchun Univ, Coll Elect & Informat Engn, Changchun 130022, Peoples R China
来源
DEVELOPMENT OF INDUSTRIAL MANUFACTURING | 2014年 / 525卷
关键词
image fusion; pyramid decomposition; contrast pyramid; performance evaluation;
D O I
10.4028/www.scientific.net/AMM.525.711
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Contrast pyramid algorithm is put forward in this paper. The human visual system is sensitive to contrast information of image, so contrast pyramid algorithm would outstanding the contrast of image. The algorithm consists of creation process of Gauss Pyramid, the process of creating contrast Pyramid and reconstruction process of clear image. Simulation by MATLAB was completed in multi-focus image, multi-modality image and color image. Objective evaluation index such as mean, standard deviation, entropy and average gradient was calculated Simulation results and index show that the contrast pyramid algorithm has advantage of projecting the contrast of image, especially in color image fusion.
引用
收藏
页码:711 / 714
页数:4
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