IMAGE FUSION BASED ON MULTI-OBJECTIVE OPTIMIZATION

CORC > 自动化研究所 > 中国科学院自动化研究所 > 国家专用集成电路设计工程技术研究中心

	IMAGE FUSION BASED ON MULTI-OBJECTIVE OPTIMIZATION
	Xie, Qiwei1,2 ; Long, Qian 1; Mita, Seiichi 1; Guo, Chunzhao 3; Jiang, An 4
刊名	INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING
	2014-03-01
卷号	12 期号:2
关键词	Image fusion total variation mutual information correlation measure
英文摘要	This paper solves the image fusion problem by using a multi-object optimization strategy and a key energy function. The energy function mainly consists of two components. One ensures injection of more correlated detailed spatial information. The detailed information is extracted from gradient representation of the image to be fused. The other one guarantees that the spectral information is preserved by a data fitting term. By minimizing the proposed energy function, the fusion result can be obtained. Moreover, a key parameter is used in the energy function to adjust the weights of the spectral and spatial information during the image fusion. In this paper, a multi-object optimization is constructed to determine such a key parameter. The image fusion performance is evaluated through visional perception and some fusion indexes. Experimental results further demonstrate advantages of the proposed technique over the conventional fusion techniques.
WOS标题词	Science & Technology ; Technology ; Physical Sciences
类目[WOS]	Computer Science, Software Engineering ; Mathematics, Interdisciplinary Applications
研究领域[WOS]	Computer Science ; Mathematics
关键词[WOS]	MULTISCALE FUNDAMENTAL FORMS ; TOTAL VARIATION MINIMIZATION ; MULTISPECTRAL IMAGES ; OPTICAL-FLOW ; DECOMPOSITION ; PERFORMANCE ; ACCURACY
收录类别	SCI
语种	英语
WOS记录号	WOS:000336656900007
内容类型	期刊论文
源URL	[http://ir.ia.ac.cn/handle/173211/3049]
专题	自动化研究所_国家专用集成电路设计工程技术研究中心
作者单位	1.Toyota Technol Inst, Dept Elect & Informat, Nagoya, Aichi 4688511, Japan 2.Chinese Acad Sci, Inst Automat, Beijing 100190, Peoples R China 3.Toyota Cent R&D Labs, Yokomichi, Aichi 4801192, Japan 4.Nokia China Investment Ltd, Beijing 100176, Peoples R China
推荐引用方式 GB/T 7714	Xie, Qiwei,Long, Qian,Mita, Seiichi,et al. IMAGE FUSION BASED ON MULTI-OBJECTIVE OPTIMIZATION[J]. INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING,2014,12(2).
APA	Xie, Qiwei,Long, Qian,Mita, Seiichi,Guo, Chunzhao,&Jiang, An.(2014).IMAGE FUSION BASED ON MULTI-OBJECTIVE OPTIMIZATION.INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING,12(2).
MLA	Xie, Qiwei,et al."IMAGE FUSION BASED ON MULTI-OBJECTIVE OPTIMIZATION".INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING 12.2(2014).