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Collision Detection and Responsibility Assignment in Traffic Accidents Using Object Detection, Knowledge System, and Open Data
https://ipsj.ixsq.nii.ac.jp/records/236016
https://ipsj.ixsq.nii.ac.jp/records/2360160cc26783-0dab-453d-aea8-17ed9a3d13e4
| 名前 / ファイル | ライセンス | アクション |
|---|---|---|
IPSJ-Z86-7Q-04.pdf (508.5 kB)
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Copyright (c) 2024 by the Information Processing Society of Japan
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| Item type | National Convention(1) | |||||||||||
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| 公開日 | 2024-03-01 | |||||||||||
| タイトル | ||||||||||||
| タイトル | Collision Detection and Responsibility Assignment in Traffic Accidents Using Object Detection, Knowledge System, and Open Data | |||||||||||
| 言語 | ||||||||||||
| 言語 | eng | |||||||||||
| キーワード | ||||||||||||
| 主題Scheme | Other | |||||||||||
| 主題 | 人工知能と認知科学 | |||||||||||
| 資源タイプ | ||||||||||||
| 資源タイプ識別子 | http://purl.org/coar/resource_type/c_5794 | |||||||||||
| 資源タイプ | conference paper | |||||||||||
| 著者所属 | ||||||||||||
| 名工大 | ||||||||||||
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| 名工大 | ||||||||||||
| 著者所属 | ||||||||||||
| 名工大 | ||||||||||||
| 著者名 |
アベウノヘルトン, ヤウヴ
× アベウノヘルトン, ヤウヴ
× 菊地, 真人
× 大囿, 忠親
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| 論文抄録 | ||||||||||||
| 内容記述タイプ | Other | |||||||||||
| 内容記述 | This study addresses the timely determination of actor responsibilities in post-traffic accidents, essential for victim compensation. The previous system, utilizing driving recorder videos and a rule-based knowledge system, showed good performance but was limited to specific crash scenarios, requiring manual input. To overcome limitations, this research integrates open data, specifically leveraging the OpenStreetMap API, to enhance responsibility assessment. Improvements in crash and traffic light recognition models, along with OpenStreetMap API integration, significantly boost performance, especially in nighttime scenarios. The refined system achieves a 55% success rate, surpassing the previous 46%-53%, showcasing enhanced responsibility evaluation capabilities. | |||||||||||
| 書誌レコードID | ||||||||||||
| 収録物識別子タイプ | NCID | |||||||||||
| 収録物識別子 | AN00349328 | |||||||||||
| 書誌情報 |
第86回全国大会講演論文集 巻 2024, 号 1, p. 345-346, 発行日 2024-03-01 |
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| 出版者 | ||||||||||||
| 言語 | ja | |||||||||||
| 出版者 | 情報処理学会 | |||||||||||
