Paper Abstract and Keywords |
Presentation |
2017-10-05 13:50
Estimation of Facets of a Point Cloud Obtained from a Gallery Wall Using Multi-Dimensional Particle Swarm Optimization Yuto Matsuura, Shun Matsukawa, Ken-ichi Itakura (Muroran-IT), Akira Hayano (JAEA), Yukinori Suzuki (Muroran-IT) IE2017-49 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
It is necessary to identify discontinuities of a gallery wall to evaluate the stability of the gallery structure. A point cloud obtained from laser imaging detection and ranging was used to estimate surfaces in a rock mass of a gallery wall. In this study, we estimated planes of a rock mass to identify discontinuities from a point cloud based on multi-dimensional particle swarm optimization(MDPSO). The estimated planes were evaluated by comparing them with reference planes that were estimated manually. As a result, the developed method estimated planes of a rock mass more accurately than the previous method at a 5% significance level. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
3D laser scanner / point cloud / multi-dimensional particle swarm optimization / clustering / the facet estimation / / / |
Reference Info. |
IEICE Tech. Rep., vol. 117, no. 228, IE2017-49, pp. 13-18, Oct. 2017. |
Paper # |
IE2017-49 |
Date of Issue |
2017-09-28 (IE) |
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) |
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IE2017-49 |
Conference Information |
Committee |
IE ITE-ME ITE-AIT |
Conference Date |
2017-10-05 - 2017-10-06 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
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Topics (in Japanese) |
(See Japanese page) |
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Paper Information |
Registration To |
IE |
Conference Code |
2017-10-IE-ME-AIT |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Estimation of Facets of a Point Cloud Obtained from a Gallery Wall Using Multi-Dimensional Particle Swarm Optimization |
Sub Title (in English) |
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Keyword(1) |
3D laser scanner |
Keyword(2) |
point cloud |
Keyword(3) |
multi-dimensional particle swarm optimization |
Keyword(4) |
clustering |
Keyword(5) |
the facet estimation |
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1st Author's Name |
Yuto Matsuura |
1st Author's Affiliation |
Muroran Institute of Technology (Muroran-IT) |
2nd Author's Name |
Shun Matsukawa |
2nd Author's Affiliation |
Muroran Institute of Technology (Muroran-IT) |
3rd Author's Name |
Ken-ichi Itakura |
3rd Author's Affiliation |
Muroran Institute of Technology (Muroran-IT) |
4th Author's Name |
Akira Hayano |
4th Author's Affiliation |
Japan Atomic Energy Agency (JAEA) |
5th Author's Name |
Yukinori Suzuki |
5th Author's Affiliation |
Muroran Institute of Technology (Muroran-IT) |
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Speaker |
Author-1 |
Date Time |
2017-10-05 13:50:00 |
Presentation Time |
25 minutes |
Registration for |
IE |
Paper # |
IE2017-49 |
Volume (vol) |
vol.117 |
Number (no) |
no.228 |
Page |
pp.13-18 |
#Pages |
6 |
Date of Issue |
2017-09-28 (IE) |