Paper Abstract and Keywords |
Presentation |
2018-01-18 11:50
Comparison between saliency maps using top-down and bottom-up factors Shoichi Adachi, Aya Shiraiwa (Tottori Univ.), Shigang Li (Hirosima City Univ.) PRMU2017-120 MVE2017-41 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
It is known that humans possess the ability to analyze complex scenes in real time. Based on this ability, saliency maps have been proposed that visualize the saliency of such scenes. In recent years, research using saliency maps has been actively conducted. In this study, we analyze the attention of humans while driving a car with a saliency map, using bottom-up factors for differentiating among colors and shapes, and top-down factors determined by deep learning. Furthermore, both subjective and objective evaluations are conducted to compare and evaluate the saliency maps in terms of each factor for attention analysis. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Saliency Map / Deep Learning / Gaze measurement / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 117, no. 391, PRMU2017-120, pp. 75-80, Jan. 2018. |
Paper # |
PRMU2017-120 |
Date of Issue |
2018-01-11 (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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PRMU2017-120 MVE2017-41 |
Conference Information |
Committee |
PRMU MVE IPSJ-CVIM |
Conference Date |
2018-01-18 - 2018-01-19 |
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(See Japanese page) |
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Paper Information |
Registration To |
PRMU |
Conference Code |
2018-01-PRMU-MVE-CVIM |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Comparison between saliency maps using top-down and bottom-up factors |
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Saliency Map |
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Deep Learning |
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Gaze measurement |
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1st Author's Name |
Shoichi Adachi |
1st Author's Affiliation |
Tottori University (Tottori Univ.) |
2nd Author's Name |
Aya Shiraiwa |
2nd Author's Affiliation |
Tottori University (Tottori Univ.) |
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Shigang Li |
3rd Author's Affiliation |
Hirosima City University (Hirosima City Univ.) |
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Speaker |
Author-1 |
Date Time |
2018-01-18 11:50:00 |
Presentation Time |
25 minutes |
Registration for |
PRMU |
Paper # |
PRMU2017-120, MVE2017-41 |
Volume (vol) |
vol.117 |
Number (no) |
no.391(PRMU), no.392(MVE) |
Page |
pp.75-80 |
#Pages |
6 |
Date of Issue |
2018-01-11 (PRMU, MVE) |
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