Paper Abstract and Keywords |
Presentation |
2014-01-23 17:00
3D Global Image Registration Using Local Linear Property in Sparse Dictionary Hayato Itoh, Atsushi Imiya (Chiba Univ.), Tomoya Sakai (Nagasaki Univ.) PRMU2013-102 MVE2013-43 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In this paper, we propose a 3D global image registration of using a sparse dictionary. For global image
registration, template images are registered to a pre-generated image stored in a dictionary. To achieve robustly
accurate registration, a large number of transformed images are prepared and stored in the dictionary. To reduce
the spatial complexities of this image dictionary, we introduce a method to generate a new template image from a
collection of images stored in the image dictionary. This generated template image allows us to achieve accurate
image registration, even if the population of image dictionary is relatively small. Furthermore, to reduce the temporal
and spatial complexities of matching pairs in registration, we use a random projection to reduce the size of
both template and reference images. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
image registration / volume data / local linearity / random projectoin / subspace method / nearest neighbour search / / |
Reference Info. |
IEICE Tech. Rep., vol. 113, no. 402, PRMU2013-102, pp. 125-130, Jan. 2014. |
Paper # |
PRMU2013-102 |
Date of Issue |
2014-01-16 (PRMU, MVE) |
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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PRMU2013-102 MVE2013-43 |
Conference Information |
Committee |
PRMU IPSJ-CVIM MVE |
Conference Date |
2014-01-23 - 2014-01-24 |
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 |
PRMU |
Conference Code |
2014-01-PRMU-CVIM-MVE |
Language |
English (Japanese title is available) |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
3D Global Image Registration Using Local Linear Property in Sparse Dictionary |
Sub Title (in English) |
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Keyword(1) |
image registration |
Keyword(2) |
volume data |
Keyword(3) |
local linearity |
Keyword(4) |
random projectoin |
Keyword(5) |
subspace method |
Keyword(6) |
nearest neighbour search |
Keyword(7) |
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Keyword(8) |
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1st Author's Name |
Hayato Itoh |
1st Author's Affiliation |
Chiba University (Chiba Univ.) |
2nd Author's Name |
Atsushi Imiya |
2nd Author's Affiliation |
Chiba University (Chiba Univ.) |
3rd Author's Name |
Tomoya Sakai |
3rd Author's Affiliation |
Nagasaki University (Nagasaki Univ.) |
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Speaker |
Author-1 |
Date Time |
2014-01-23 17:00:00 |
Presentation Time |
30 minutes |
Registration for |
PRMU |
Paper # |
PRMU2013-102, MVE2013-43 |
Volume (vol) |
vol.113 |
Number (no) |
no.402(PRMU), no.403(MVE) |
Page |
pp.125-130 |
#Pages |
6 |
Date of Issue |
2014-01-16 (PRMU, MVE) |
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