Multi-exposure Image Fusion Method Using Anisotropic Diffusion

被引:3
作者
Bhateja, Vikrant [1 ]
Singhal, Ashutosh [1 ]
Singh, Anil [1 ]
机构
[1] SRMGPC, Dept Elect & Commun Engn, Lucknow 226028, Uttar Pradesh, India
来源
THIRD INTERNATIONAL CONGRESS ON INFORMATION AND COMMUNICATION TECHNOLOGY | 2019年 / 797卷
关键词
Multi-exposure; Entropy; Anisotropic diffusion (AD); WAVELET;
D O I
10.1007/978-981-13-1165-9_80
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Image fusion involves selective combination of two or more complementary images from multiple sources/sensors in order to achieve a single image which carries relevant information regarding the targeted scene/region. The paper focuses upon multi-exposure fusion methodology-herein a targeted scene is captured by stationary camera with different exposure times. This is followed by fusion of these generated multi-exposure images using nonlinear Anisotropic Diffusion (AD). The significance of AD filtering lies in its capability of image decomposition into homogeneous and non-homogeneous regions. This very attribute supports pre-filtering and preservation of contrast and details during the fusion. The fusion results are then validated using state-of-the-art fusion metrics to justify the performance and benchmarking.
引用
收藏
页码:893 / 900
页数:8
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