Multispectral Images Deblurring via Interchannel Correlation Relationship

doi:10.1109/ICICSP54369.2021.9611913

CORC > 西安光学精密机械研究所 > 中国科学院西安光学精密机械研究所 > 光学影像学习与分析中心

	Multispectral Images Deblurring via Interchannel Correlation Relationship
	Shi, Yuetian; Wang, Nan; Yang, Fanchao; Zhang, Geng; Li, Siyuan; Liu, Xuebin
	2021
会议日期	2021-09-24
会议地点	Shanghai, China
关键词	multispectral images degraded images deblurring interchannel correlation relationship
DOI	10.1109/ICICSP54369.2021.9611913
页码	458-462
英文摘要	Image blur is very common in multispectral images, especially out-of-focus blur when the multispectral cameras are well focused on a specific channel. Therefore, it is important to recover the latent clear images from the blurred image. Many researchers have proposed a large number of methods for deblurring multispectral images. These algorithms assume that the relationship between channels is consistent. In fact, the relationship between different channels in multispectral images suffers from different blurring. Therefore it needs different processing for different channels. We propose a joint spatial and spectral filtering algorithm for multispectral images deblurring. We have introduced an adaptive Gaussian distribution as a constraint relationship between channels, which can effectively deblur the multispectral images. Extensive experiments show that our method achieves state-of-the-art results. © 2021 IEEE.
产权排序	1
会议录	2021 4th International Conference on Information Communication and Signal Processing, ICICSP 2021
会议录出版者	Institute of Electrical and Electronics Engineers Inc.
语种	英语
ISBN号	9781665407571
内容类型	会议论文
源URL	[http://ir.opt.ac.cn/handle/181661/95688]
专题	西安光学精密机械研究所_光学影像学习与分析中心
作者单位	Xi'an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Key Laboratory of Spectral Imaging Technology CAS, Xi'an, China
推荐引用方式 GB/T 7714	Shi, Yuetian,Wang, Nan,Yang, Fanchao,et al. Multispectral Images Deblurring via Interchannel Correlation Relationship[C]. 见:. Shanghai, China. 2021-09-24.