Compressive sensing for noisy solder joint imagery based on convex optimization
Zhao, Huihuang1; Chen, Jianzhen1; Xu, Shibiao2; Wang, Ying1; Qiao, Zhijun3
2016-05-10
发表期刊SOLDERING & SURFACE MOUNT TECHNOLOGY
卷号28期号:2页码:114-122
文章类型Article
摘要Purpose - The purpose of this paper is to develop a compressive sensing (CS) algorithm for noisy solder joint imagery compression and recovery. A fast gradient-based compressive sensing (FGbCS) approach is proposed based on the convex optimization. The proposed algorithm is able to improve performance in terms of peak signal noise ratio (PSNR) and computational cost.
关键词Noisy Solder Joint Imagery Compressive Sensing (Cs) Convex Optimization Gradient-based Method Orthogonal Matching Pursuit Greedy Basis Pursuit Subspace Pursuit And Compressive Sampling Matching Pursuit Iterative Re-weighted Least Squares
WOS标题词Science & Technology ; Technology
DOI10.1108/SSMT-09-2014-0017
关键词[WOS]ORTHOGONAL MATCHING PURSUIT ; INVERSE PROBLEMS ; RECONSTRUCTION ; RECOVERY ; INSPECTION ; TRANSFORM
收录类别SCI
语种英语
项目资助者National Natural Science Foundation of China(61503128) ; Scientific Research Fund of Hunan Provincial Education Department(14B025 ; Science and Technology development project of HengYang(2015KJ28) ; Key Construction Disciplines of the Hunan Province during the Twelfth Five-Year Plan Period ; Open fund project of Hunan Provincial Key Laboratory for Technology and Application of Cultural Heritage Digitalization(JL14K04) ; Open Projects Program of National Laboratory of Pattern Recognition(201407330) ; 13C074)
WOS研究方向Engineering ; Materials Science ; Metallurgy & Metallurgical Engineering
WOS类目Engineering, Manufacturing ; Engineering, Electrical & Electronic ; Materials Science, Multidisciplinary ; Metallurgy & Metallurgical Engineering
WOS记录号WOS:000376207000007
引用统计
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/12224
专题模式识别国家重点实验室_多媒体计算与图形学
作者单位1.HengYang Normal Univ, Dept Comp Sci, Hengyang, Peoples R China
2.Chinese Acad Sci, Natl Lab Pattern Recognit, Inst Automat, Beijing, Peoples R China
3.Univ Texas Pan Amer, Dept Math, Edinburg, TX 78541 USA
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GB/T 7714
Zhao, Huihuang,Chen, Jianzhen,Xu, Shibiao,et al. Compressive sensing for noisy solder joint imagery based on convex optimization[J]. SOLDERING & SURFACE MOUNT TECHNOLOGY,2016,28(2):114-122.
APA Zhao, Huihuang,Chen, Jianzhen,Xu, Shibiao,Wang, Ying,&Qiao, Zhijun.(2016).Compressive sensing for noisy solder joint imagery based on convex optimization.SOLDERING & SURFACE MOUNT TECHNOLOGY,28(2),114-122.
MLA Zhao, Huihuang,et al."Compressive sensing for noisy solder joint imagery based on convex optimization".SOLDERING & SURFACE MOUNT TECHNOLOGY 28.2(2016):114-122.
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