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Paper Abstract and Keywords
Presentation 2023-03-13 16:10
Development of a Label Masking System for Plant Specimen Images Using Machine Learning Object Detection
Yamato Umetani, Yasuhiko Higaki (Chiba Univ.) LOIS2022-55
Abstract (in Japanese) (See Japanese page) 
(in English) In order to publish plant specimens as a digital archive, it is necessary to mask labels that include the collection area from the viewpoint of preventing overhunting of rare species.
The purpose of this paper is to construct a system that can effectively and efficiently perform the masking operation for a huge amount of plant specimens.
The system includes automatic masking by machine learning, preparation of a choice of computational devices for automatic masking, and
development of software that can intuitively and efficiently perform final checks that must be done by human hands, and
by packaging the entire system, we constructed a label masking system for plant specimen images.
The system was evaluated by experts through practical tasks.
Keyword (in Japanese) (See Japanese page) 
(in English) botanical specimens / machine learning / object detection / tool development / system development / / /  
Reference Info. IEICE Tech. Rep., vol. 122, no. 423, LOIS2022-55, pp. 66-71, March 2023.
Paper # LOIS2022-55 
Date of Issue 2023-03-06 (LOIS) 
ISSN 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 LOIS2022-55

Conference Information
Committee LOIS  
Conference Date 2023-03-13 - 2023-03-14 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
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Paper Information
Registration To LOIS 
Conference Code 2023-03-LOIS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Development of a Label Masking System for Plant Specimen Images Using Machine Learning Object Detection 
Sub Title (in English)  
Keyword(1) botanical specimens  
Keyword(2) machine learning  
Keyword(3) object detection  
Keyword(4) tool development  
Keyword(5) system development  
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Keyword(7)  
Keyword(8)  
1st Author's Name Yamato Umetani  
1st Author's Affiliation Chiba University (Chiba Univ.)
2nd Author's Name Yasuhiko Higaki  
2nd Author's Affiliation Chiba University (Chiba Univ.)
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Speaker Author-1 
Date Time 2023-03-13 16:10:00 
Presentation Time 25 minutes 
Registration for LOIS 
Paper # LOIS2022-55 
Volume (vol) vol.122 
Number (no) no.423 
Page pp.66-71 
#Pages 6 
Date of Issue 2023-03-06 (LOIS) 

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