HIGH QUALITY REAL-TIME VIDEO WITH SCANNING ELECTRON MICROSCOPE USING TOTAL VARIATION ALGORITHM ON A GRAPHICS PROCESSING UNIT

被引:4
|
作者
Ouarti, Nizar [1 ]
Sauvet, Bruno [1 ]
Regnier, Stephane [1 ]
机构
[1] Univ Paris 06, CNRS, UMR 7222, Inst Syst Intelligents & Robot, F-75252 Paris, France
关键词
denoising; GPU; nano-microscopy; real-time; SEM; total variation; video; TOTAL VARIATION MINIMIZATION;
D O I
10.1080/15599612.2012.683518
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The scanning electron microscope (SEM) is usually dedicated to taking a picture of micro-nanoscopic objects. In the present study, we wondered whether a SEM can be converted as a real-time video display. To this end, we designed a new methodology. We use the slow mode of the SEM to acquire a high quality reference image that can then be used to estimate the optimal parameters that regularize the signal for a given method. Here, we employ Total Variation, a method which minimizes the noise and regularizes the image. An optimal lagrangian multiplier can be computed that regularizes the image efficiently. We showed that a limited number of iterations for Total Variation algorithm can lead to an acceptable quality of regularization. This algorithm is parallel and deployed on a Graphics Processing Unit to obtain a real-time high quality video with a SEM. It opens the possibility of a real-time interaction at micro-nanoscales.
引用
收藏
页码:163 / 178
页数:16
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