Elimination of CMOS fixed pattern noise based on PCA wavelet transform

doi:10.1117/12.2586899

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	Elimination of CMOS fixed pattern noise based on PCA wavelet transform
	Zhang T(张涛)1,2,3 ; Li, Xinyang 1; Li, Jianfeng 2; Xu Z(徐稚)3
会议录名称	Proceedings of SPIE - SEVENTH SYMPOSIUM ON NOVEL PHOTOELECTRONIC DETECTION TECHNOLOGY AND APPLICATIONS
	2021
卷号	11763
DOI	10.1117/12.2586899
会议录编者/会议主办者	Su, J ; Chu, J ; Jiang, H ; Yu, Q
产权排序	第3完成单位
收录类别	EI ; CPCI
会议名称	7th Symposium on Novel Photoelectronic Detection Technology and Applications
会议日期	2020-11-05
会议地点	Kunming, PEOPLES R CHINA
会议赞助商	Chinese Soc Opt Engn, Sci & Technol Low Light Level Night Vis Lab, Yunnan Univ, Xian Technol Univ
关键词	FPN optimization wavelet principal component analysis low rank
摘要	This paper presents an effective fixed pattern noise (FPN) removal method (PCA wavelet method). Compared with the traditional filtering method and statistical method, PCA wavelet method has better denoising effect. Compared with the optimization method, PCA wavelet method has faster processing speed. It is a comprehensive FPN removal method. Compared with the optimization method, this method does not need complicated parameter adjustment process, but has similar denoising effect with the optimization method. This method is very suitable for the engineering application which has certain requirements for calculation speed and denoising effect.
资助项目	N/A
项目资助者	N/A
语种	英语
学科领域	电子、通信与自动控制技术
文章类型	Proceedings Paper
出版者	SPIE-INT SOC OPTICAL ENGINEERING
出版地	1000 20TH ST, PO BOX 10, BELLINGHAM, WA 98227-0010 USA
ISBN号	978-1-5106-4362-8
ISSN号	0277-786X
URL	查看原文
WOS记录号	WOS:000671015900150
WOS研究方向	Optics
WOS类目	Optics
关键词[WOS]	IMAGES ; REMOVAL ; STRIPE
EI入藏号	0211410162163
EI主题词	Wavelet transforms
EI分类号	714.2 Semiconductor Devices and Integrated Circuits - 921.3 Mathematical Transformations
引用统计
文献类型	会议论文
条目标识符	http://ir.ynao.ac.cn/handle/114a53/24203
专题	天文技术实验室光纤阵列太阳光学望远镜研究组
通讯作者	Li, Xinyang
作者单位	1.Key Laboratory of Adaptive Optics, Institute of Optics and Electronics, Chinese Academy of Sciences, Chengdu, 610209, China 2.School of Optoelectronic Information, University of Electronic Science and Technology, Chengdu 611731, China 3.Astronomical Technology Laboratory, Yunnan Observatory, Chinese Academy of Sciences, Kunming 650216, China
第一作者单位	中国科学院云南天文台
推荐引用方式 GB/T 7714	Zhang T,Li, Xinyang,Li, Jianfeng,et al. Elimination of CMOS fixed pattern noise based on PCA wavelet transform[C]//Su, J, Chu, J, Jiang, H, Yu, Q. 1000 20TH ST, PO BOX 10, BELLINGHAM, WA 98227-0010 USA:SPIE-INT SOC OPTICAL ENGINEERING,2021.

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