Paper Abstract and Keywords |
Presentation |
2021-03-04 10:00
Saliency Detection by Extended Attention and its Application to Image Synthesis Ryosuke Yamauchi, Masaki Aono (TUT) PRMU2020-71 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In recent years, there has been much research on Style Transfer and Saliency Detection.
Style Transfer is a task to synthesize an image that has both the object structure of the content image and the touch of the style image, while Saliency Detection is a task to extract the foreground from the image and separate it from the background. In this research, we focus on the two tasks of Style Transfer and Saliency Detection, and propose new methods based on the Extended Attention in Style Transfer and Saliency Detection, respectively. Comparative experiments of Style Transfer and Saliency Detection have been carried out. It turns out that our proposed methods outperform the conventional methods. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Deep Learning / Style Transfer / Saliency Detection / Attention / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 120, no. 409, PRMU2020-71, pp. 13-18, March 2021. |
Paper # |
PRMU2020-71 |
Date of Issue |
2021-02-25 (PRMU) |
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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PRMU2020-71 |
Conference Information |
Committee |
PRMU IPSJ-CVIM |
Conference Date |
2021-03-04 - 2021-03-05 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Online |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Computer Vision and Pattern Recognition for specific environment |
Paper Information |
Registration To |
PRMU |
Conference Code |
2021-03-PRMU-CVIM |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Saliency Detection by Extended Attention and its Application to Image Synthesis |
Sub Title (in English) |
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Deep Learning |
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Style Transfer |
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Saliency Detection |
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Attention |
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1st Author's Name |
Ryosuke Yamauchi |
1st Author's Affiliation |
Toyohashi University of Technology (TUT) |
2nd Author's Name |
Masaki Aono |
2nd Author's Affiliation |
Toyohashi University of Technology (TUT) |
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Speaker |
Author-1 |
Date Time |
2021-03-04 10:00:00 |
Presentation Time |
15 minutes |
Registration for |
PRMU |
Paper # |
PRMU2020-71 |
Volume (vol) |
vol.120 |
Number (no) |
no.409 |
Page |
pp.13-18 |
#Pages |
6 |
Date of Issue |
2021-02-25 (PRMU) |
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