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Infrared and visible image fusion algorithm based on saliency detection and adaptive double-channel spiking cortical model
Zhao, C.1; Huang, Yongdong1,2; Qiu, Shi3
Department光学影像学习与分析中心
2019-11
Source PublicationInfrared Physics and Technology
ISSN13504495
Volume102
Contribution Rank3
Abstract

Based on the saliency detection which effectively extracts the saliency information of the image and the adaptive double-channel spiking cortical model (ADSCM) which has the advantages of global coupling, pulse synchronization, less parameters and high computational efficiency, which can well process information in dark areas, we proposed a new infrared and visible image fusion algorithm. Firstly, the infrared and visible images are decomposed into the base layer and the detail layers through the rolling guidance filter (RGF). Secondly, the base layer is fused with an improved saliency detection method, and the detail layers are fused by a directional gradient sum and an improved ADSCM. The experimental results show that the proposed method can also fully extract the target information of the infrared image while preserving the visible background information, in which the fusion effect is better than the traditional fusion algorithms. © 2019 Elsevier B.V.

DOI10.1016/j.infrared.2019.102976
Indexed ByEI
Language英语
PublisherElsevier B.V.
EI Accession Number20193007224775
Citation statistics
Document Type期刊论文
Identifierhttp://ir.opt.ac.cn/handle/181661/31609
Collection光学影像学习与分析中心
Corresponding AuthorHuang, Yongdong
Affiliation1.Institute of Image Processing and Understanding, North Minzu University, Yinchuan; Ningxia; 750021, China;
2.Center of Mathematics and Information Science, Dalian Minzu University, Dalian; Liaoning; 116600, China;
3.Key Laboratory of Spectral Imaging Technology CAS, Xi'an Institute of Optics and Precision Mechanics, Chinese Academy of Science, Xi'an; 710079, China
Recommended Citation
GB/T 7714
Zhao, C.,Huang, Yongdong,Qiu, Shi. Infrared and visible image fusion algorithm based on saliency detection and adaptive double-channel spiking cortical model[J]. Infrared Physics and Technology,2019,102.
APA Zhao, C.,Huang, Yongdong,&Qiu, Shi.(2019).Infrared and visible image fusion algorithm based on saliency detection and adaptive double-channel spiking cortical model.Infrared Physics and Technology,102.
MLA Zhao, C.,et al."Infrared and visible image fusion algorithm based on saliency detection and adaptive double-channel spiking cortical model".Infrared Physics and Technology 102(2019).
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