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Paper Abstract and Keywords
Presentation 2020-01-24 13:55
Edge detection algorithms using stochastic architectures for various images
Naoto Shinozaki, Kimiyoshi Usami (SIT) VLD2019-87 CPSY2019-85 RECONF2019-77
Abstract (in Japanese) (See Japanese page) 
(in English) Stochastic computing (SC) is an approximate calculation method with the existence probability of 1 in a bit string as a value. In SC operations, a probability number called a stochastic number (SN) is required, and many bits are required to accurately convert a binary number into an SN. However, in the field of image processing, there are cases where not all pixels are necessarily expressed accurately but can be recognized by the human eye. Therefore, in this paper, edge detection is performed with various image and the effect on image quality and the trade-off with energy consumption are clarified according to each image.
Keyword (in Japanese) (See Japanese page) 
(in English) Stochastic computing / Edge detection / / / / / /  
Reference Info. IEICE Tech. Rep., vol. 119, no. 371, VLD2019-87, pp. 199-204, Jan. 2020.
Paper # VLD2019-87 
Date of Issue 2020-01-15 (VLD, CPSY, RECONF) 
ISSN Print edition: ISSN 0913-5685    Online edition: ISSN 2432-6380
Copyright
and
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 VLD2019-87 CPSY2019-85 RECONF2019-77

Conference Information
Committee IPSJ-SLDM RECONF VLD CPSY IPSJ-ARC  
Conference Date 2020-01-22 - 2020-01-24 
Place (in Japanese) (See Japanese page) 
Place (in English) Raiosha, Hiyoshi Campus, Keio University 
Topics (in Japanese) (See Japanese page) 
Topics (in English) FPGA Applications, etc. 
Paper Information
Registration To VLD 
Conference Code 2020-01-SLDM-RECONF-VLD-CPSY-ARC 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Edge detection algorithms using stochastic architectures for various images 
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Keyword(1) Stochastic computing  
Keyword(2) Edge detection  
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1st Author's Name Naoto Shinozaki  
1st Author's Affiliation Shibaura Institute Of Technology (SIT)
2nd Author's Name Kimiyoshi Usami  
2nd Author's Affiliation Shibaura Institute Of Technology (SIT)
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Speaker Author-1 
Date Time 2020-01-24 13:55:00 
Presentation Time 25 minutes 
Registration for VLD 
Paper # VLD2019-87, CPSY2019-85, RECONF2019-77 
Volume (vol) vol.119 
Number (no) no.371(VLD), no.372(CPSY), no.373(RECONF) 
Page pp.199-204 
#Pages 6 
Date of Issue 2020-01-15 (VLD, CPSY, RECONF) 

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