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Paper Abstract and Keywords
Presentation 2022-10-13 16:00
[Invited Talk] Quasiconformal Mapping and its Application -- Numerical Method and Application to Machine Learning --
Hirokazu Shimauchi (Hachinohe Inst. of Tech.) SIS2022-14
Abstract (in Japanese) (See Japanese page) 
(in English) Quasiconformal mapping is a natural generalization of conformal mapping and plays an important role in the areas of mathematics, such as Teichmüller spaces and complex dynamics. Furthermore, numerical methods of quasiconformal mapping were applied to problems in medical image processing of complex surfaces such as the grey matter in the brain. In this presentation, we will talk about the basic properties of quasi-conformal mapping and its applications. A numerical algorithm for quasiconformal mapping developed by R. Michael Porter and the author will be introduced as an example. We also talk about the machine learning methods using quasiconformal mapping by the author.
Keyword (in Japanese) (See Japanese page) 
(in English) Quasiconformal Mapping / Numerical Method / Machine Learning / Neural Network / Outlier Detection / / /  
Reference Info. IEICE Tech. Rep., vol. 122, no. 209, SIS2022-14, pp. 17-20, Oct. 2022.
Paper # SIS2022-14 
Date of Issue 2022-10-06 (SIS) 
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)
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Conference Information
Committee SIS ITE-BCT  
Conference Date 2022-10-13 - 2022-10-14 
Place (in Japanese) (See Japanese page) 
Place (in English) Hachinohe Institute of Technology 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To SIS 
Conference Code 2022-10-SIS-BCT 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Quasiconformal Mapping and its Application 
Sub Title (in English) Numerical Method and Application to Machine Learning 
Keyword(1) Quasiconformal Mapping  
Keyword(2) Numerical Method  
Keyword(3) Machine Learning  
Keyword(4) Neural Network  
Keyword(5) Outlier Detection  
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1st Author's Name Hirokazu Shimauchi  
1st Author's Affiliation Hachinohe Institute of Technology (Hachinohe Inst. of Tech.)
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Speaker Author-1 
Date Time 2022-10-13 16:00:00 
Presentation Time 60 minutes 
Registration for SIS 
Paper # SIS2022-14 
Volume (vol) vol.122 
Number (no) no.209 
Page pp.17-20 
#Pages 4 
Date of Issue 2022-10-06 (SIS) 

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