气候变化领域集成服务门户(CCPortal): Multi-focus Image Fusion Based on Random Walk

CCPortal

DOI	10.1007/s42835-021-00841-2
	Multi-focus Image Fusion Based on Random Walk
	Wang, Zhaobin; Wang, Ziye; Cui, Zijing; Chen, Lina; Zhang, Yaonan
通讯作者	Wang, ZB (通讯作者)，Lanzhou Univ, Sch Informat Sci & Engn, Lanzhou 730000, Peoples R China. ; Wang, ZB (通讯作者)，Chinese Acad Sci, Natl Cryosphere Desert Data Ctr, Northwest Inst Ecoenvironm & Resources, Lanzhou 730000, Peoples R China.
发表日期	2021
ISSN	1975-0102
EISSN	2093-7423
起始页码	3261
结束页码	3274
卷号	16 期号:6
英文摘要	An effective multi-focus image fusion algorithm based on random walk is proposed in this paper. Random walk and guided filter have attracted extensive attention in image fusion. Random walk is usually used to solve probability problems and it has a good smoothing effect, and guided filter can preserve the gradient information of the image well. The combination of two algorithms can better retain the edge information of the input image. Six sets of source images and five existing methods are used in the experiment and the experimental results show that the proposed algorithm outperforms the existing methods in both subjective and objective evaluation.
关键词	ALGORITHM PCNN
英文关键词	Multi-focus image fusion; Random walk; Guided filter; Weight optimization
语种	英语
WOS研究方向	Engineering
WOS类目	Engineering, Electrical & Electronic
WOS记录号	WOS:000680358300001
来源期刊	JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY
来源机构	中国科学院西北生态环境资源研究院
文献类型	期刊论文
条目标识符	http://gcip.llas.ac.cn/handle/2XKMVOVA/253722
作者单位	[Wang, Zhaobin; Wang, Ziye; Cui, Zijing; Chen, Lina] Lanzhou Univ, Sch Informat Sci & Engn, Lanzhou 730000, Peoples R China; [Wang, Zhaobin; Zhang, Yaonan] Chinese Acad Sci, Natl Cryosphere Desert Data Ctr, Northwest Inst Ecoenvironm & Resources, Lanzhou 730000, Peoples R China
推荐引用方式 GB/T 7714	Wang, Zhaobin,Wang, Ziye,Cui, Zijing,et al. Multi-focus Image Fusion Based on Random Walk[J]. 中国科学院西北生态环境资源研究院,2021,16(6).
APA	Wang, Zhaobin,Wang, Ziye,Cui, Zijing,Chen, Lina,&Zhang, Yaonan.(2021).Multi-focus Image Fusion Based on Random Walk.JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY,16(6).
MLA	Wang, Zhaobin,et al."Multi-focus Image Fusion Based on Random Walk".JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY 16.6(2021).