Paper Abstract and Keywords |
Presentation |
2023-05-18 14:00
[Invited Talk]
Tensor Expression for Image Pattern Analysis Hayato Itoh (Nagoya Univ.) MI2023-2 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Algorithms for discrete images realise the analysis of patterns in images, i.e., image pattern analysis. To design an algorithm for a given task in image pattern analysis, we need an appropriate expression of discrete images. A required expression should preserve the geometrical properties of multi-dimensional discrete images and provide computaional methods for analysing these images. For these requirements, tensor expression is an appropriate mathematical expression. In this invited talk, I introduce tensor notations with several operations as an appropriate expression towards image pattern analysis. Several algorithms, which use geometrical and multilinear properties in tensor expression, and their applications will be introduced and discussed. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Tensor expression / Tensor decompositoin / Feature representation / Pattern recognition / Image pattern analysis / / / |
Reference Info. |
IEICE Tech. Rep., vol. 123, no. 37, MI2023-2, pp. 2-3, May 2023. |
Paper # |
MI2023-2 |
Date of Issue |
2023-05-11 (MI) |
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) |
Download PDF |
MI2023-2 |
Conference Information |
Committee |
MI |
Conference Date |
2023-05-18 - 2023-05-18 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Nagoya Congress Center |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Medical Image Processing |
Paper Information |
Registration To |
MI |
Conference Code |
2023-05-MI |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Tensor Expression for Image Pattern Analysis |
Sub Title (in English) |
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Tensor expression |
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Tensor decompositoin |
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Feature representation |
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Pattern recognition |
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Image pattern analysis |
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1st Author's Name |
Hayato Itoh |
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Nagoya University (Nagoya Univ.) |
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Speaker |
Author-1 |
Date Time |
2023-05-18 14:00:00 |
Presentation Time |
50 minutes |
Registration for |
MI |
Paper # |
MI2023-2 |
Volume (vol) |
vol.123 |
Number (no) |
no.37 |
Page |
pp.2-3 |
#Pages |
2 |
Date of Issue |
2023-05-11 (MI) |
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