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| Paper Abstract and Keywords | ||
| Presentation | 2024-12-13 14:50 Egocentric Path Prediction based on Interaction Forecasting between Camera Wearer and Surrounding Environment Sakurako Sono (Tsuda Univ.), Daisuke Sugimura (Tokyo Metropolitan Univ.), Kazutaka Kurihara (Tsuda Univ.)  IE2024-42 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | In this paper, we study path prediction for an egocentric camera wearer. Previous studies on path forecasting considered people and objects observed in a video as obstacles, leading to path predictions designed to avoid these obstacles. However, depending on the relationship between the camera wearer and the surrounding people or objects (e.g., friends or items used by the camera wearer), these people or objects may not be obstacles but rather contact targets. This suggests that the relationship between the camera wearer and the surrounding people or objects may influence the wearer’s future path. In this study, we propose a trajectory prediction method that incorporates interactions with surrounding people and objects using a Transformer model with a cascaded cross-attention effectiveness of the proposed method. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | human trajectory forecasting / egocentric vision / / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 124, no. 300, IE2024-42, pp. 37-42, Dec. 2024. | |
| Paper # | IE2024-42 | |
| Date of Issue | 2024-12-05 (IE) | |
| 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) | |
| Download PDF | IE2024-42 |
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| Conference Information | |
| Committee | CS IE |
| Conference Date | 2024-12-12 - 2024-12-13 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Matsuyama City Hall |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Image coding, Communications and streaming technologies, etc. |
| Paper Information | |
| Registration To | IE |
| Conference Code | 2024-12-CS-IE |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Egocentric Path Prediction based on Interaction Forecasting between Camera Wearer and Surrounding Environment |
| Sub Title (in English) | |
| Keyword(1) | human trajectory forecasting |
| Keyword(2) | egocentric vision |
| Keyword(3) | |
| Keyword(4) | |
| Keyword(5) | |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Sakurako Sono |
| 1st Author's Affiliation | Tsuda University (Tsuda Univ.) |
| 2nd Author's Name | Daisuke Sugimura |
| 2nd Author's Affiliation | Tokyo Metropolitan University (Tokyo Metropolitan Univ.) |
| 3rd Author's Name | Kazutaka Kurihara |
| 3rd Author's Affiliation | Tsuda University (Tsuda Univ.) |
| 4th Author's Name | |
| 4th Author's Affiliation | () |
| 5th Author's Name | |
| 5th Author's Affiliation | () |
| 6th Author's Name | |
| 6th Author's Affiliation | () |
| Speaker | Author-1 |
| Date Time | 2024-12-13 14:50:00 |
| Presentation Time | 25 minutes |
| Registration for | IE |
| Paper # | IE2024-42 |
| Volume (vol) | vol.124 |
| Number (no) | no.300 |
| Page | pp.37-42 |
| #Pages | 6 |
| Date of Issue | 2024-12-05 (IE) |
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