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	Fast filtering image fusion
	Zhan, Kun1; Xie, Yuange1; Wang, Haibo1; Min, Yufang2
刊名	JOURNAL OF ELECTRONIC IMAGING
	2017-11-01
卷号	26期号:6页码:18
关键词	structure-preserving filter image fusion multimodal information fusion
ISSN号	1017-9909
DOI	10.1117/1.JEI.26.6.063004
通讯作者	Zhan, Kun(kzhan@lzu.edu.cn)
英文摘要	Image fusion aims at exploiting complementary information in multimodal images to create a single composite image with extended information content. An image fusion framework is proposed for different types of multimodal images with fast filtering in the spatial domain. First, image gradient magnitude is used to detect contrast and image sharpness. Second, a fast morphological closing operation is performed on image gradient magnitude to bridge gaps and fill holes. Third, the weight map is obtained from the multimodal image gradient magnitude and is filtered by a fast structure-preserving filter. Finally, the fused image is composed by using a weighed-sum rule. Experimental results on several groups of images show that the proposed fast fusion method has a better performance than the state-of-the-art methods, running up to four times faster than the fastest baseline algorithm. (C) 2017 SPIE and IS&T
收录类别	SCI
WOS关键词	MULTISCALE-DECOMPOSITION ; PERFORMANCE ; TRANSFORM ; REPRESENTATION ; REGISTRATION
WOS研究方向	Engineering ; Optics ; Imaging Science & Photographic Technology
WOS类目	Engineering, Electrical & Electronic ; Optics ; Imaging Science & Photographic Technology
语种	英语
出版者	IS&T & SPIE
WOS记录号	WOS:000419961800017
内容类型	期刊论文
URI标识	http://www.corc.org.cn/handle/1471x/2558065
专题	寒区旱区环境与工程研究所
通讯作者	Zhan, Kun
作者单位	1.Lanzhou Univ, Sch Informat Sci & Engn, Lanzhou, Gansu, Peoples R China 2.Chinese Acad Sci, Northwest Inst Ecoenvironm & Resources, Lanzhou, Gansu, Peoples R China
推荐引用方式 GB/T 7714	Zhan, Kun,Xie, Yuange,Wang, Haibo,et al. Fast filtering image fusion[J]. JOURNAL OF ELECTRONIC IMAGING,2017,26(6):18.
APA	Zhan, Kun,Xie, Yuange,Wang, Haibo,&Min, Yufang.(2017).Fast filtering image fusion.JOURNAL OF ELECTRONIC IMAGING,26(6),18.
MLA	Zhan, Kun,et al."Fast filtering image fusion".JOURNAL OF ELECTRONIC IMAGING 26.6(2017):18.

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