| Paper Abstract and Keywords |
| Presentation |
2026-02-20 11:10
[Special Talk]
A Note on Motion Recognition for Tire Inspection Based on Motion Caption Generation for Local Regions in Video
Kyohei Kamikawa, Ren Togo, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama (Hokkaido Univ.) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
Tire inspection consists of multiple inspection processes, and accurately performing each process is essential for ensuring safety. Recognizing the actions performed by inspectors is therefore useful for supporting proper inspection procedures. In this paper, we propose an motion recognition method for tire inspection by cooperatively using an object tracking model and a Video Large Language Model (Video-LLM). Conventional approaches that process entire video frames struggle to capture fine-grained actions and task-relevant objects. Our method extracts important object regions and feeds them into the Video-LLM, enabling motion recognition aligned with inspection processes. Experiments on real tire inspection videos quantitatively demonstrate the effectiveness of the proposed method. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Tire inspection / Motion recognition / Object tracking / Video large language model / / / / |
| Reference Info. |
ITE Tech. Rep., vol. 50, no. 5, ME2026-28, pp. 121-125, Feb. 2026. |
| Paper # |
ME2026-28 |
| Date of Issue |
2026-02-12 (MMS, ME, AIT, SIP) |
| ISSN |
Online edition: ISSN 2424-1970 |
| Download PDF |
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| Conference Information |
| Committee |
IEICE-IE IEICE-ITS MMS ME AIT SIP |
| Conference Date |
2026-02-19 - 2026-02-20 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
|
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
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| Paper Information |
| Registration To |
ME |
| Conference Code |
2026-02-IE-ITS-MMS-ME-AIT-SIP |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
A Note on Motion Recognition for Tire Inspection Based on Motion Caption Generation for Local Regions in Video |
| Sub Title (in English) |
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| Keyword(1) |
Tire inspection |
| Keyword(2) |
Motion recognition |
| Keyword(3) |
Object tracking |
| Keyword(4) |
Video large language model |
| Keyword(5) |
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| Keyword(6) |
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| 1st Author's Name |
Kyohei Kamikawa |
| 1st Author's Affiliation |
Hokkaido University (Hokkaido Univ.) |
| 2nd Author's Name |
Ren Togo |
| 2nd Author's Affiliation |
Hokkaido University (Hokkaido Univ.) |
| 3rd Author's Name |
Keisuke Maeda |
| 3rd Author's Affiliation |
Hokkaido University (Hokkaido Univ.) |
| 4th Author's Name |
Takahiro Ogawa |
| 4th Author's Affiliation |
Hokkaido University (Hokkaido Univ.) |
| 5th Author's Name |
Miki Haseyama |
| 5th Author's Affiliation |
Hokkaido University (Hokkaido Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2026-02-20 11:10:00 |
| Presentation Time |
10 minutes |
| Registration for |
ME |
| Paper # |
MMS2026-28, ME2026-28, AIT2026-28, SIP2026-28 |
| Volume (vol) |
vol.50 |
| Number (no) |
no.5 |
| Page |
pp.121-125 |
| #Pages |
5 |
| Date of Issue |
2026-02-12 (MMS, ME, AIT, SIP) |