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 | |
发表期刊 | ENTROPY |
2014-11-01 | |
卷号 | 16期号:11页码:6099-6115 |
文章类型 | Article |
摘要 | This 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. |
关键词 | Image Fusion Inverse Transform Of The Laplace Operator (Delta(-1)) Sparse Norm Total Variation |
WOS标题词 | Science & Technology ; Physical Sciences |
关键词[WOS] | WAVELET TRANSFORM ; DECOMPOSITION ; OPTIMIZATION ; RESTORATION ; ENHANCEMENT ; ALGORITHMS ; DISCRETE |
收录类别 | SCI |
语种 | 英语 |
WOS研究方向 | Physics |
WOS类目 | Physics, Multidisciplinary |
WOS记录号 | WOS:000345562900029 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.ia.ac.cn/handle/173211/3047 |
专题 | 国家专用集成电路设计工程技术研究中心 |
通讯作者 | Chao Ma |
作者单位 | 1.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 |
第一作者单位 | 中国科学院自动化研究所 |
推荐引用方式 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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文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
Image Fusion Based o(3780KB) | 期刊论文 | 作者接受稿 | 开放获取 | CC BY-NC-SA | 浏览 下载 |
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