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| Paper Abstract and Keywords | ||
| Presentation | 2018-03-08 15:30 Eye-Gaze Differences and Saliency Prediction Across Different age Groups Onkar Krishna, Kiyoharu Aizawa (Univ. of Tokyo)  IMQ2017-37 IE2017-129 MVE2017-79 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | The human visual system has developed the ability to process a scene by selecting the most relevant parts of the scene unconsciously. This mechanism is called selective attention, and has been developed in order to quickly spot danger. Only within the last 10-15 years, researchers in computer vision exploited the concept of human selective attention for computational models of saliency prediction. However, the saliency models developed so far have considered only adult observers and do not generalize well to the observers of different age groups. We developed a framework to analyze eye-movement behavior of observers belonging to different age groups while they explored the scene. Analysis results were used to develop age adapted saliency models. Our results suggest that the proposed age-adapted saliency model outperforms existing saliency models in predicting the regions of interest across age groups. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Saliency / Fixations / Visual Perception / Eye-movement / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 117, no. 485, MVE2017-79, pp. 67-72, March 2018. | |
| Paper # | MVE2017-79 | |
| Date of Issue | 2018-03-01 (IMQ, IE, 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) | |
| Download PDF | IMQ2017-37 IE2017-129 MVE2017-79 |
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| Conference Information | |
| Committee | CQ MVE IE IMQ |
| Conference Date | 2018-03-08 - 2018-03-09 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Okinawa Industry Support Center |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Five Senses Media, Cooking and Eating Activities Media, Multimedia, Media Experience, Video Encoding, Image Media Quality, Network Quality and Reliability, etc. (Co-sponsor: Technical Committee on Multimedia on Cooking and Eating Activities (CEA)) |
| Paper Information | |
| Registration To | MVE |
| Conference Code | 2018-03-CQ-MVE-IE-IMQ |
| Language | English |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Eye-Gaze Differences and Saliency Prediction Across Different age Groups |
| Sub Title (in English) | |
| Keyword(1) | Saliency |
| Keyword(2) | Fixations |
| Keyword(3) | Visual Perception |
| Keyword(4) | Eye-movement |
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| 1st Author's Name | Onkar Krishna |
| 1st Author's Affiliation | The University of Tokyo (Univ. of Tokyo) |
| 2nd Author's Name | Kiyoharu Aizawa |
| 2nd Author's Affiliation | The University of Tokyo (Univ. of Tokyo) |
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| Speaker | Author-1 |
| Date Time | 2018-03-08 15:30:00 |
| Presentation Time | 25 minutes |
| Registration for | MVE |
| Paper # | IMQ2017-37, IE2017-129, MVE2017-79 |
| Volume (vol) | vol.117 |
| Number (no) | no.483(IMQ), no.484(IE), no.485(MVE) |
| Page | pp.67-72 |
| #Pages | 6 |
| Date of Issue | 2018-03-01 (IMQ, IE, MVE) |
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