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Detection of a Fallen Person and its head and lower body from aerial images
http://hdl.handle.net/10228/00008458
http://hdl.handle.net/10228/00008458ae51dc0a-9a6d-4f7a-b52d-1cfb41123995
名前 / ファイル | ライセンス | アクション |
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jrnal.k.210713.013.pdf (884.9 kB)
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Item type | 学術雑誌論文 = Journal Article(1) | |||||||||||
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公開日 | 2021-09-10 | |||||||||||
資源タイプ | ||||||||||||
資源タイプ識別子 | http://purl.org/coar/resource_type/c_6501 | |||||||||||
資源タイプ | journal article | |||||||||||
タイトル | ||||||||||||
言語 | en | |||||||||||
タイトル | Detection of a Fallen Person and its head and lower body from aerial images | |||||||||||
言語 | ||||||||||||
言語 | eng | |||||||||||
著者 |
タン, ジュークイ
× タン, ジュークイ
WEKO
399
× Egawa, Haruka |
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抄録 | ||||||||||||
内容記述タイプ | Abstract | |||||||||||
内容記述 | This paper proposes a method of detecting a person fallen on the ground and its head and lower body from aerial images. The study intends to automate discovering victims of disasters such as earthquakes from areal images taken by an unmanned aerial vehicle (UAV). Rotation-invariant histogram of oriented gradients and rotation-invariant local binary pattern are used as features describing a fallen person so as to detect it regardless of its body orientation. The proposed method also detects the head and the lower body of a fallen person using the peak of the gradient histogram. Experimental results show satisfactory performance of the proposed method. | |||||||||||
書誌情報 |
Journal of Robotics, Networking and Artificial Life 巻 8, 号 2, p. 134-138, 発行日 2021-07-24 |
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出版社 | ||||||||||||
出版者 | Atlantis Press | |||||||||||
DOI | ||||||||||||
関連タイプ | isIdenticalTo | |||||||||||
識別子タイプ | DOI | |||||||||||
関連識別子 | https://doi.org/10.2991/jrnal.k.210713.013 | |||||||||||
日本十進分類法 | ||||||||||||
主題Scheme | NDC | |||||||||||
主題 | 501 | |||||||||||
ISSN | ||||||||||||
収録物識別子タイプ | PISSN | |||||||||||
収録物識別子 | 2405-9021 | |||||||||||
ISSN | ||||||||||||
収録物識別子タイプ | EISSN | |||||||||||
収録物識別子 | 2352-6386 | |||||||||||
著作権関連情報 | ||||||||||||
権利情報Resource | http://creativecommons.org/licenses/by-nc/4.0/ | |||||||||||
権利情報 | Copyright (c) 2021 The Authors. Published by Atlantis Press International B.V. This is an open access article distributed under the CC BY-NC 4.0 license. | |||||||||||
キーワード | ||||||||||||
主題Scheme | Other | |||||||||||
主題 | Fallen person detection | |||||||||||
キーワード | ||||||||||||
主題Scheme | Other | |||||||||||
主題 | head and lower body detection | |||||||||||
キーワード | ||||||||||||
主題Scheme | Other | |||||||||||
主題 | aerial images | |||||||||||
キーワード | ||||||||||||
主題Scheme | Other | |||||||||||
主題 | rotation-invariant HOG | |||||||||||
キーワード | ||||||||||||
主題Scheme | Other | |||||||||||
主題 | rotation-invariant LBP | |||||||||||
キーワード | ||||||||||||
主題Scheme | Other | |||||||||||
主題 | Random Forest | |||||||||||
キーワード | ||||||||||||
主題Scheme | Other | |||||||||||
主題 | peak of gradient histograms | |||||||||||
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 | ||||||||||||
https://hyokadb02.jimu.kyutech.ac.jp/html/35_ja.html | ||||||||||||
論文ID(連携) | ||||||||||||
10364531 | ||||||||||||
連携ID | ||||||||||||
9262 |