Paper Abstract and Keywords |
Presentation |
2023-03-17 13:15
Detecting objects of interest in a moving environment using gaze information Yamato Miyajima, Dan Mikami (Kogakuin Univ) IMQ2022-75 IE2022-152 MVE2022-105 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
What one finds interesting while on the move is often useful later on. However, it is often the case that people forget what they are interested in while on the move. It is well known that the mental states of interest and interest are expressed in people's gaze, and it has been confirmed that the subjects' objects of interest can be estimated by analyzing the duration and frequency of gazing among eye gaze information. In this study, we aim to realize interest estimation based on gazing time and gazing frequency in a moving environment using a spectacle eye tracker, and to detect objects of interest. To obtain gazing time and frequency, two types of gazing detection are required: continuous gazing, in which the subject gazes at an object continuously, and intermittent gazing, in which the subject gazes at an object that has been gazed at before and gazes at it again. In this study, we propose an object-of-interest detection method that combines continuous gazing detection using conventional methods and a newly proposed intermittent gazing detection method. The results of evaluation experiments show that the proposed method is useful, detecting about 87% of the objects of interest. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
gaze information / eye tracker / interest estimation / gaze detection / Re-identification / YOLO / / |
Reference Info. |
IEICE Tech. Rep., vol. 122, no. 440, MVE2022-105, pp. 284-289, March 2023. |
Paper # |
MVE2022-105 |
Date of Issue |
2023-03-08 (IMQ, IE, MVE) |
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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IMQ2022-75 IE2022-152 MVE2022-105 |
Conference Information |
Committee |
IMQ IE MVE CQ |
Conference Date |
2023-03-15 - 2023-03-17 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Okinawaken Seinenkaikan (Naha-shi) |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Media of five senses, Multimedia, Media experience, Picture codinge, Image media quality, Network,quality and reliability, etc(AC) |
Paper Information |
Registration To |
MVE |
Conference Code |
2023-03-IMQ-IE-MVE-CQ |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Detecting objects of interest in a moving environment using gaze information |
Sub Title (in English) |
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gaze information |
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eye tracker |
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interest estimation |
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gaze detection |
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Re-identification |
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YOLO |
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1st Author's Name |
Yamato Miyajima |
1st Author's Affiliation |
Kogakuin University (Kogakuin Univ) |
2nd Author's Name |
Dan Mikami |
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Kogakuin University (Kogakuin Univ) |
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Speaker |
Author-1 |
Date Time |
2023-03-17 13:15:00 |
Presentation Time |
25 minutes |
Registration for |
MVE |
Paper # |
IMQ2022-75, IE2022-152, MVE2022-105 |
Volume (vol) |
vol.122 |
Number (no) |
no.437(IMQ), no.439(IE), no.440(MVE) |
Page |
pp.284-289 |
#Pages |
6 |
Date of Issue |
2023-03-08 (IMQ, IE, MVE) |
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