Paper Abstract and Keywords |
Presentation |
2018-03-18 15:20
Saliency Map Estimation for Omni-Directional Image Considering Prior Distribution Tatsuya Suzuki, Takao Yamanaka (Sophia Univ.) BioX2017-50 PRMU2017-186 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In recent years, the Deep Learning techniques have been applied to the estimation of saliency maps, which represent probability density functions of fixations when people look at the images. Although the methods of saliency-map estimation have been actively studied for planar images, the methods for omni-directional images to be utilized in virtual environments had not been proposed, until a competition of saliency-map estimation for the omni-directional images was held in ICME2017. In this paper, novel methods for estimating saliency maps for the omni-directional images are proposed considering the properties of prior distributions for fixations in the planar images and the omni-directional images. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Omni-directional image / Saliency map / Deep Learning / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 117, no. 514, PRMU2017-186, pp. 85-90, March 2018. |
Paper # |
PRMU2017-186 |
Date of Issue |
2018-03-11 (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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BioX2017-50 PRMU2017-186 |
Conference Information |
Committee |
PRMU BioX |
Conference Date |
2018-03-18 - 2018-03-19 |
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(See Japanese page) |
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Paper Information |
Registration To |
PRMU |
Conference Code |
2018-03-PRMU-BioX |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Saliency Map Estimation for Omni-Directional Image Considering Prior Distribution |
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Omni-directional image |
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Saliency map |
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Deep Learning |
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1st Author's Name |
Tatsuya Suzuki |
1st Author's Affiliation |
Sophia University (Sophia Univ.) |
2nd Author's Name |
Takao Yamanaka |
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Sophia University (Sophia Univ.) |
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Speaker |
Author-1 |
Date Time |
2018-03-18 15:20:00 |
Presentation Time |
25 minutes |
Registration for |
PRMU |
Paper # |
BioX2017-50, PRMU2017-186 |
Volume (vol) |
vol.117 |
Number (no) |
no.513(BioX), no.514(PRMU) |
Page |
pp.85-90 |
#Pages |
6 |
Date of Issue |
2018-03-11 (BioX, PRMU) |
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