Paper Abstract and Keywords |
Presentation |
2023-09-08 11:20
Shape registration based on geodesic distance Osamu Hirose (Kanazawa Univ.) IBISML2023-25 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Coherent point drift, a widely recognized technique for non-rigid registration, which involves deforming one shape to match another, has a notable limitation that remains unresolved. Specifically, it produces unnatural deformations in neighboring parts of a shape, such as human legs. These undesirable deformations stem from a proximity-based constraint known as motion coherence. The key solution lies in redefining motion coherence using geodesics, which represent the shortest routes between points on a shape's surface. In this research, we propose a non-rigid registration approach that tackles this drawback. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Nonrigid registration / geodesic / matrix indefiniteness / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 123, no. 186, IBISML2023-25, pp. 1-7, Sept. 2023. |
Paper # |
IBISML2023-25 |
Date of Issue |
2023-09-01 (IBISML) |
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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IBISML2023-25 |
Conference Information |
Committee |
IBISML |
Conference Date |
2023-09-08 - 2023-09-08 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Osaka Metropolitan University (Nakamozu Campus) |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Machine Learning, etc. |
Paper Information |
Registration To |
IBISML |
Conference Code |
2023-09-IBISML |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Shape registration based on geodesic distance |
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Nonrigid registration |
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geodesic |
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matrix indefiniteness |
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Osamu Hirose |
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Kanazawa University (Kanazawa Univ.) |
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Speaker |
Author-1 |
Date Time |
2023-09-08 11:20:00 |
Presentation Time |
25 minutes |
Registration for |
IBISML |
Paper # |
IBISML2023-25 |
Volume (vol) |
vol.123 |
Number (no) |
no.186 |
Page |
pp.1-7 |
#Pages |
7 |
Date of Issue |
2023-09-01 (IBISML) |