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Efficient Imaging and Real-Time Display of Scanning Ion Conductance Microscopy Based on Block Compressive Sensing
Li GX(李恭新); Li P(李鹏); Wang YC(王越超); Wang WX(王文学); Xi N(席宁); Liu LQ(刘连庆)
Department机器人学研究室
Source PublicationInternational Journal of Optomechatronics
ISSN1559-9612
2014
Volume8Issue:3Pages:218-227
Indexed BySCI ; EI
EI Accession number20142617877284
WOS IDWOS:000338287400006
Contribution Rank1
KeywordImage Reconstruction Scanning
AbstractScanning Ion Conductance Microscopy (SICM) is one kind of Scanning Probe Microscopies (SPMs), and it is widely used in imaging soft samples for many distinctive advantages. However, the scanning speed of SICM is much slower than other SPMs. Compressive sensing (CS) could improve scanning speed tremendously by breaking through the Shannon sampling theorem, but it still requires too much time in image reconstruction. Block compressive sensing can be applied to SICM imaging to further reduce the reconstruction time of sparse signals, and it has another unique application that it can achieve the function of image real-time display in SICM imaging. In this article, a new method of dividing blocks and a new matrix arithmetic operation were proposed to build the block compressive sensing model, and several experiments were carried out to verify the superiority of block compressive sensing in reducing imaging time and real-time display in SICM imaging. © 2014 Copyright Taylor & Francis Group, LLC.
Language英语
WOS SubjectEngineering, Electrical & Electronic ; Engineering, Mechanical ; Optics
WOS KeywordLIVING CELLS ; RECOVERY
WOS Research AreaEngineering ; Optics
Citation statistics
Cited Times:6[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.sia.cn/handle/173321/15125
Collection机器人学研究室
Corresponding AuthorWang WX(王文学)
Affiliation1.State Key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, China
2.University of Chinese Academy of Sciences, Beijing, China
3.Department of Mechanical and Biomedical Engineering, City University of Hong Kong, Hong Kong, China
Recommended Citation
GB/T 7714
Li GX,Li P,Wang YC,et al. Efficient Imaging and Real-Time Display of Scanning Ion Conductance Microscopy Based on Block Compressive Sensing[J]. International Journal of Optomechatronics,2014,8(3):218-227.
APA Li GX,Li P,Wang YC,Wang WX,Xi N,&Liu LQ.(2014).Efficient Imaging and Real-Time Display of Scanning Ion Conductance Microscopy Based on Block Compressive Sensing.International Journal of Optomechatronics,8(3),218-227.
MLA Li GX,et al."Efficient Imaging and Real-Time Display of Scanning Ion Conductance Microscopy Based on Block Compressive Sensing".International Journal of Optomechatronics 8.3(2014):218-227.
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