Intelligent fusion method of infrared polarization image based on fireworks algorithm

doi:10.11972/j.issn.1001-9014.2020.04.017

	Intelligent fusion method of infrared polarization image based on fireworks algorithm
	Chen Wei 1,2,3; Sun Xiao-Bing 1,3; Qiao Yan-Li 1,3; Chen Fei-Nan 1,3; Yin Yu-Long 3
刊名	JOURNAL OF INFRARED AND MILLIMETER WAVES
	2020-08-01
卷号	39
关键词	fireworks algorithm swarm intelligence infrared polarization image intelligent fusion weighted averaging method
ISSN号	1001-9014
DOI	10.11972/j.issn.1001-9014.2020.04.017
通讯作者	Sun Xiao-Bing(xbsun@aiofm.ac.cn)
英文摘要	Aiming at the fusion of infrared intensity-polarization image, an intelligent fusion method based on spatially weighted averaging method optimized by fireworks algorithm is proposed. Based on the optimization model, the boundary conditions of fireworks algorithm are determined. The fitness function based on comprehensive relative-entropy is established by introducing the weight of relative-entropy. Finally, the fusion experiments on three groups of infrared image "ground" "truck" and "car" are carried out with six typical traditional fusion methods. and the fusion results are evaluated objectively and compared with the visual effects. The experimental results show that the proposed method can effectively achieve the fusion of infrared intensity map and polarization map, and retain the infrared intensity and polarization characteristics. Combining the visual effect and objective evaluation results, the method in this paper is superior to the comparison algorithm in relative-entropy, similarity of summary structure and total mutual information index.
资助项目	[30-Y20A010-9007-17/18] ; [2016YFE0201400]
WOS关键词	PERFORMANCE
WOS研究方向	Optics
语种	英语
出版者	SCIENCE PRESS
WOS记录号	WOS:000562552700017
内容类型	期刊论文
源URL	[http://ir.hfcas.ac.cn:8080/handle/334002/92825]
专题	中国科学院合肥物质科学研究院
通讯作者	Sun Xiao-Bing
作者单位	1.Chinese Acad Sci, Key Lab Opt Calibrat & Characterizat, Hefei 230031, Peoples R China 2.Univ Sci & Technol China, Hefei 230026, Peoples R China 3.Chinese Acad Sci, Anhui Inst Opt & Fine Mech, Hefei 230031, Peoples R China
推荐引用方式 GB/T 7714	Chen Wei,Sun Xiao-Bing,Qiao Yan-Li,et al. Intelligent fusion method of infrared polarization image based on fireworks algorithm[J]. JOURNAL OF INFRARED AND MILLIMETER WAVES,2020,39.
APA	Chen Wei,Sun Xiao-Bing,Qiao Yan-Li,Chen Fei-Nan,&Yin Yu-Long.(2020).Intelligent fusion method of infrared polarization image based on fireworks algorithm.JOURNAL OF INFRARED AND MILLIMETER WAVES,39.
MLA	Chen Wei,et al."Intelligent fusion method of infrared polarization image based on fireworks algorithm".JOURNAL OF INFRARED AND MILLIMETER WAVES 39(2020).