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Image Fusion Based on the Delta(-1) - TV0 Energy Function
Xie, Qiwei1,2; Ma, Chao3; Guo, Chunzhao4; John, Vijay2; Mita, Seiichi2; Long, Qian2; Chao Ma
Source PublicationENTROPY
AbstractThis article proposes a Delta(-1) - TV0 energy function to fuse a multi-spectral image with a panchromatic image. The proposed energy function consists of two components, a TV0 component and a Delta(-1) component. The TV0 term uses the sparse priority to increase the detailed spatial information; while the Delta(-1) term removes the block effect of the multi-spectral image. Furthermore, as the proposed energy function is non-convex, we also adopt an alternative minimization algorithm and the L-0 gradient minimization to solve it. Experimental results demonstrate the improved performance of the proposed method over existing methods.
KeywordImage Fusion Inverse Transform Of The Laplace Operator (Delta(-1)) Sparse Norm Total Variation
WOS HeadingsScience & Technology ; Physical Sciences
Indexed BySCI
WOS Research AreaPhysics
WOS SubjectPhysics, Multidisciplinary
WOS IDWOS:000345562900029
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Document Type期刊论文
Corresponding AuthorChao Ma
Affiliation1.Chinese Acad Sci, Inst Automat, Beijing 100190, Peoples R China
2.Toyota Technol Inst, Res Ctr Smart Vehicles, Nagoya, Aichi 4688511, Japan
3.Macau Univ Sci & Technol, Dept Gen Educ, Macao, Peoples R China
4.Toyota Cent R&D Labs, Yokomichi, Aichi 4801192, Japan
First Author AffilicationInstitute of Automation, Chinese Academy of Sciences
Recommended Citation
GB/T 7714
Xie, Qiwei,Ma, Chao,Guo, Chunzhao,et al. Image Fusion Based on the Delta(-1) - TV0 Energy Function[J]. ENTROPY,2014,16(11):6099-6115.
APA Xie, Qiwei.,Ma, Chao.,Guo, Chunzhao.,John, Vijay.,Mita, Seiichi.,...&Chao Ma.(2014).Image Fusion Based on the Delta(-1) - TV0 Energy Function.ENTROPY,16(11),6099-6115.
MLA Xie, Qiwei,et al."Image Fusion Based on the Delta(-1) - TV0 Energy Function".ENTROPY 16.11(2014):6099-6115.
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