Paper Abstract and Keywords |
Presentation |
2016-03-25 16:15
Tensor-Based Methods for Dimension Reduction of Volumetric Data Hayato Itoh, Atsushi Imiya (Chiba Univ.), Tomoya Sakai (Nagasaki Univ.) BioX2015-74 PRMU2015-197 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Tensor-based methods enjoy linear reduction of hyper-volumetric data. In this paper, we deal with tensor-to-tensor projection for volumetric data. The tensor-to-tensor projections transform a tensor to the products of lower-dimensional tensors. The dimension reduction based on the tensor-to-tensor projections is mathematically equivalent to dimension reduction in a vector space. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
volume data / dimension reduction / tensor / singular value decomposition / discrete cosine transform / / / |
Reference Info. |
IEICE Tech. Rep., vol. 115, no. 517, PRMU2015-197, pp. 197-202, March 2016. |
Paper # |
PRMU2015-197 |
Date of Issue |
2016-03-17 (BioX, PRMU) |
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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BioX2015-74 PRMU2015-197 |
Conference Information |
Committee |
PRMU BioX |
Conference Date |
2016-03-24 - 2016-03-25 |
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(See Japanese page) |
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Paper Information |
Registration To |
PRMU |
Conference Code |
2016-03-PRMU-BioX |
Language |
English |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Tensor-Based Methods for Dimension Reduction of Volumetric Data |
Sub Title (in English) |
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volume data |
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dimension reduction |
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tensor |
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singular value decomposition |
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discrete cosine transform |
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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-2 |
Date Time |
2016-03-25 16:15:00 |
Presentation Time |
30 minutes |
Registration for |
PRMU |
Paper # |
BioX2015-74, PRMU2015-197 |
Volume (vol) |
vol.115 |
Number (no) |
no.516(BioX), no.517(PRMU) |
Page |
pp.197-202 |
#Pages |
6 |
Date of Issue |
2016-03-17 (BioX, PRMU) |
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