| Paper Abstract and Keywords |
| Presentation |
2026-03-20 14:45
An Attempt at Rule Violation Detection for On-Site Operations
-- A Study Using Generic Action Images and Simulated Rules Related to Movements -- Ao Uenoyama, Jumpei Yamashita, Hiroki Terashima, Ikuko Takagi, Katsuya Minami (NTT) ICM2025-48 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
In on-site operations, safety regulations are established to prevent personal injury, whereas accidents caused by rule violations remain a persistent issue. Many measures intended to prevent such violations rely on individual awareness, and therefore it is difficult to ensure accident prevention. To address this problem, we aim to develop a hazard recognition system that automatically detects rule-violating behaviors by cross-referencing video data with textual regulations. In this study, as the technical foundation for such a system, we organized the characteristics of regulations and constructed a dataset that enables the evaluation and improvement of relevant algorithms. Furthermore, toward realizing the system, we consider a structure that combines methods tailored to the characteristics of each regulation to be effective. Based on this idea, we selected combinations of methods using the constructed dataset and verified their effectiveness. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Onsite operations / Workers / Safety rules / Multimodal reasoning / Computer vision / Large Language Models / / |
| Reference Info. |
IEICE Tech. Rep., vol. 125, no. 422, ICM2025-48, pp. 74-79, March 2026. |
| Paper # |
ICM2025-48 |
| Date of Issue |
2026-03-12 (ICM) |
| 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 |
ICM2025-48 |
| Conference Information |
| Committee |
ICM |
| Conference Date |
2026-03-19 - 2026-03-20 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Hirarakou-Terminal Bldg. |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
|
| Paper Information |
| Registration To |
ICM |
| Conference Code |
2026-03-ICM |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
An Attempt at Rule Violation Detection for On-Site Operations |
| Sub Title (in English) |
A Study Using Generic Action Images and Simulated Rules Related to Movements |
| Keyword(1) |
Onsite operations |
| Keyword(2) |
Workers |
| Keyword(3) |
Safety rules |
| Keyword(4) |
Multimodal reasoning |
| Keyword(5) |
Computer vision |
| Keyword(6) |
Large Language Models |
| Keyword(7) |
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| Keyword(8) |
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| 1st Author's Name |
Ao Uenoyama |
| 1st Author's Affiliation |
NTT, Inc. (NTT) |
| 2nd Author's Name |
Jumpei Yamashita |
| 2nd Author's Affiliation |
NTT, Inc. (NTT) |
| 3rd Author's Name |
Hiroki Terashima |
| 3rd Author's Affiliation |
NTT, Inc. (NTT) |
| 4th Author's Name |
Ikuko Takagi |
| 4th Author's Affiliation |
NTT, Inc. (NTT) |
| 5th Author's Name |
Katsuya Minami |
| 5th Author's Affiliation |
NTT, Inc. (NTT) |
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| Speaker |
Author-1 |
| Date Time |
2026-03-20 14:45:00 |
| Presentation Time |
25 minutes |
| Registration for |
ICM |
| Paper # |
ICM2025-48 |
| Volume (vol) |
vol.125 |
| Number (no) |
no.422 |
| Page |
pp.74-79 |
| #Pages |
6 |
| Date of Issue |
2026-03-12 (ICM) |
|