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| Presentation | 2013-03-14 15:45 A Study on Gaze Estimation from Person Images Using Head Pose Information Nobuhiro Funatsu (Nagoya Univ.), Tomokazu Takahashi (Gifu Shotoku Gakuen Univ.), Daisuke Deguchi, Ichiro Ide, Hiroshi Murase (Nagoya Univ.)  PRMU2012-197 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Gaze estimation techniques using a camera have widely been studied in recent years. Most existing methods require a high-quality image of the eye area. However, an eye image obtained under real environments is often in low resolution, affected by illumination changes, and occluded by sunglasses or head rotation. Thus, we propose a method that estimates a gaze direction accurately using pose information including the head direction, the body direction, and the head motion. The proposed method estimates the pose information from an input person image sequence. Then, it calculates a likelihood function of gaze directions using the estimated pose information. Finally, it outputs the gaze direction that maximizes the likelihood value as a gaze estimation result. Experimental results showed that the proposed method could estimate gaze directions more accurately than an existing method. This indicates the effectiveness of the proposed method. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | gaze estimation / face direction estimation / / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 112, no. 495, PRMU2012-197, pp. 99-104, March 2013. | |
| Paper # | PRMU2012-197 | |
| Date of Issue | 2013-03-07 (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) | |
| Download PDF | PRMU2012-197 |
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| Conference Information | |
| Committee | PRMU |
| Conference Date | 2013-03-14 - 2013-03-15 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | PRMU |
| Conference Code | 2013-03-PRMU |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Study on Gaze Estimation from Person Images Using Head Pose Information |
| Sub Title (in English) | |
| Keyword(1) | gaze estimation |
| Keyword(2) | face direction estimation |
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| 1st Author's Name | Nobuhiro Funatsu |
| 1st Author's Affiliation | Nagoya University (Nagoya Univ.) |
| 2nd Author's Name | Tomokazu Takahashi |
| 2nd Author's Affiliation | Gifu Shotoku Gakuen University (Gifu Shotoku Gakuen Univ.) |
| 3rd Author's Name | Daisuke Deguchi |
| 3rd Author's Affiliation | Nagoya University (Nagoya Univ.) |
| 4th Author's Name | Ichiro Ide |
| 4th Author's Affiliation | Nagoya University (Nagoya Univ.) |
| 5th Author's Name | Hiroshi Murase |
| 5th Author's Affiliation | Nagoya University (Nagoya Univ.) |
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| Speaker | Author-1 |
| Date Time | 2013-03-14 15:45:00 |
| Presentation Time | 30 minutes |
| Registration for | PRMU |
| Paper # | PRMU2012-197 |
| Volume (vol) | vol.112 |
| Number (no) | no.495 |
| Page | pp.99-104 |
| #Pages | 6 |
| Date of Issue | 2013-03-07 (PRMU) |
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