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Paper Abstract and Keywords
Presentation 2018-06-13 15:50
3D Super Resolution Microscopy using Convolutional Neural Network
Masaru Tanaka (Waseda Univ.), Hideitsu Hino (ISM), Shigeyuki Namiki, Daisuke Asanuma, Kenzo Hirose (The Univ. of Tokyo), Noboru Murata (Waseda Univ.) IBISML2018-11
Abstract (in Japanese) (See Japanese page) 
(in English) Super-resolution microscopy is a microscopy technique with a resolution beyond the diffraction limit of light. Despite the recent advancement, there are no techniques for real-time visualization of 3D structures. Using Convolutional Neural Network which has received much attention in the field of image recognition in recent years, we developed a 3D Super-resolution method. We confirmed the proposed method can visualize 3D structures in real time with 20~nm resolution.
Keyword (in Japanese) (See Japanese page) 
(in English) 3D Super-resolution microscopy / Convolutional Neural Network / Single Molecule Fluorescence / Sparse Coding / Live Imaging / Multiplane Imaging / /  
Reference Info. IEICE Tech. Rep., vol. 118, no. 81, IBISML2018-11, pp. 75-80, June 2018.
Paper # IBISML2018-11 
Date of Issue 2018-06-06 (IBISML) 
ISSN Online edition: ISSN 2432-6380
Copyright
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reproduction
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
Download PDF IBISML2018-11

Conference Information
Committee NC IBISML IPSJ-BIO IPSJ-MPS  
Conference Date 2018-06-13 - 2018-06-15 
Place (in Japanese) (See Japanese page) 
Place (in English) Okinawa Institute of Science and Technology 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Machine Learning Approach to Biodata Mining, and General 
Paper Information
Registration To IBISML 
Conference Code 2018-06-NC-IBISML-BIO-MPS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) 3D Super Resolution Microscopy using Convolutional Neural Network 
Sub Title (in English)  
Keyword(1) 3D Super-resolution microscopy  
Keyword(2) Convolutional Neural Network  
Keyword(3) Single Molecule Fluorescence  
Keyword(4) Sparse Coding  
Keyword(5) Live Imaging  
Keyword(6) Multiplane Imaging  
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Keyword(8)  
1st Author's Name Masaru Tanaka  
1st Author's Affiliation Waseda University (Waseda Univ.)
2nd Author's Name Hideitsu Hino  
2nd Author's Affiliation The Institute of Statistical Mathematics (ISM)
3rd Author's Name Shigeyuki Namiki  
3rd Author's Affiliation The University of Tokyo (The Univ. of Tokyo)
4th Author's Name Daisuke Asanuma  
4th Author's Affiliation The University of Tokyo (The Univ. of Tokyo)
5th Author's Name Kenzo Hirose  
5th Author's Affiliation The University of Tokyo (The Univ. of Tokyo)
6th Author's Name Noboru Murata  
6th Author's Affiliation Waseda University (Waseda Univ.)
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Speaker Author-1 
Date Time 2018-06-13 15:50:00 
Presentation Time 25 minutes 
Registration for IBISML 
Paper # IBISML2018-11 
Volume (vol) vol.118 
Number (no) no.81 
Page pp.75-80 
#Pages
Date of Issue 2018-06-06 (IBISML) 


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