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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)
作者部门机器人学研究室
关键词Image Reconstruction Scanning
发表期刊International Journal of Optomechatronics
ISSN1559-9612
2014
卷号8期号:3页码:218-227
收录类别SCI ; EI
EI收录号20142617877284
WOS记录号WOS:000338287400006
产权排序1
摘要Scanning 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.
语种英语
WOS类目Engineering, Electrical & Electronic ; Engineering, Mechanical ; Optics
关键词[WOS]LIVING CELLS ; RECOVERY
WOS研究方向Engineering ; Optics
引用统计
被引频次:5[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.sia.cn/handle/173321/15125
专题机器人学研究室
通讯作者Wang WX(王文学)
作者单位1.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
推荐引用方式
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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