WEKO3
アイテム
Detection of Fallen Persons and Person Shadows from Drone Images
http://hdl.handle.net/10228/00009162
http://hdl.handle.net/10228/00009162c0093f8e-f404-47a8-aa03-72758bdf8d8e
| 名前 / ファイル | ライセンス | アクション |
|---|---|---|
10405851.pdf (332.6 kB)
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| アイテムタイプ | 会議発表論文 = Conference Paper(1) | |||||||||||
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| 公開日 | 2023-04-04 | |||||||||||
| 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 | |||||||||||
| タイトル | ||||||||||||
| タイトル | Detection of Fallen Persons and Person Shadows from Drone Images | |||||||||||
| 言語 | en | |||||||||||
| 言語 | ||||||||||||
| 言語 | eng | |||||||||||
| 著者 |
Ono, Taisei
× Ono, Taisei× Egawa, Haruka× Ono, Yuta× 石川, 聖二× タン, ジュークイ
WEKO
399
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| 抄録 | ||||||||||||
| 内容記述タイプ | Abstract | |||||||||||
| 内容記述 | In recent years, the development of automatic search methods based on aerial images taken by drones has been attracting attention in order to prevent secondary disasters and to perform rescue operations quickly in the search for victims of natural disasters. Although various methods exist for automatic person detection for search, they are based on the assumption that the background area of a person captured by a drone camera is a uniform ground in which only those persons who require rescue exist without any shadows or trees. In this paper, we propose a method of automatic detection of both fallen persons and person shadows, or trees on the ground. The method is combination of Ri-HOG and Ri-LBP features to search for fallen persons. These features are robust to rotation. We then employ GrabCut and brightness values to detect shadows. The effectiveness of the proposed method was verified by experiment. | |||||||||||
| 言語 | en | |||||||||||
| 備考 | ||||||||||||
| 内容記述タイプ | Other | |||||||||||
| 内容記述 | The 2023 International Conference on Artificial Life and Robotics (ICAROB 2023), February 9-12, 2023, on line, Oita, Japan | |||||||||||
| 言語 | en | |||||||||||
| 書誌情報 |
en : Proceedings of International Conference on Artificial Life & Robotics (ICAROB2023) p. 890-894, 発行日 2023 |
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| 出版社 | ||||||||||||
| 出版社 | ALife Robotics | |||||||||||
| 言語 | en | |||||||||||
| DOI | ||||||||||||
| 関連タイプ | isIdenticalTo | |||||||||||
| 識別子タイプ | DOI | |||||||||||
| 関連識別子 | https://doi.org/10.5954/ICAROB.2023.GS3-3 | |||||||||||
| 著作権関連情報 | ||||||||||||
| 権利情報 | Copyright (c) The 2023 International Conference on Artificial Life and Robotics (ICAROB2023) | |||||||||||
| キーワード | ||||||||||||
| 主題Scheme | Other | |||||||||||
| 主題 | Fallen person | |||||||||||
| キーワード | ||||||||||||
| 主題Scheme | Other | |||||||||||
| 主題 | Shadow of person | |||||||||||
| キーワード | ||||||||||||
| 主題Scheme | Other | |||||||||||
| 主題 | Drone images | |||||||||||
| キーワード | ||||||||||||
| 主題Scheme | Other | |||||||||||
| 主題 | Value histogram | |||||||||||
| キーワード | ||||||||||||
| 主題Scheme | Other | |||||||||||
| 主題 | GrabCut | |||||||||||
| キーワード | ||||||||||||
| 主題Scheme | Other | |||||||||||
| 主題 | Random forest | |||||||||||
| 出版タイプ | ||||||||||||
| 出版タイプ | VoR | |||||||||||
| 出版タイプResource | http://purl.org/coar/version/c_970fb48d4fbd8a85 | |||||||||||
| 査読の有無 | ||||||||||||
| 値 | yes | |||||||||||
| 研究者情報 | ||||||||||||
| URL | https://hyokadb02.jimu.kyutech.ac.jp/html/35_ja.html | |||||||||||
| 論文ID（連携） | ||||||||||||
| 値 | 10405851 | |||||||||||
| 連携ID | ||||||||||||
| 値 | 11152 | |||||||||||
