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ブースティングによる機械学習に基づく海底物体の検出
http://hdl.handle.net/10228/5948
http://hdl.handle.net/10228/5948176496c0-4d2a-42c6-8af4-ecd29384eb22
名前 / ファイル | ライセンス | アクション |
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JJSNAOE18_115.pdf (923.5 kB)
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Item type | 学術雑誌論文 = Journal Article(1) | |||||||||||||||
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公開日 | 2016-12-14 | |||||||||||||||
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 | ja | |||||||||||||||
タイトル | ブースティングによる機械学習に基づく海底物体の検出 | |||||||||||||||
タイトル | ||||||||||||||||
言語 | en | |||||||||||||||
タイトル | Detection of Underwater Objects Based on Machine Learning | |||||||||||||||
言語 | ||||||||||||||||
言語 | jpn | |||||||||||||||
著者 |
丹, 康弘
× 丹, 康弘× タン, ジュークイ
WEKO
399
× 金, 亨燮
WEKO
402
× 石川, 聖二 |
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抄録 | ||||||||||||||||
内容記述タイプ | Abstract | |||||||||||||||
内容記述 | Side-scan and forward looking sonars are some of the most widely used imaging systems for obtaining large scale images of a seafloor, and their use continues to expand rapidly with their increasing deployment on Autonomous Underwater Vehicles. However, it is difficult to extract quantitative information from the images generated from these processes, in particular, for the detection and extraction of information on the objects within these images. We propose in this paper an algorithm for automatic detection of underwater objects in side-scan images based on machine learning employing adaptive boosting. Experimental results show that the method produces consistent maps of a seafloor. | |||||||||||||||
言語 | en | |||||||||||||||
書誌情報 |
ja : 日本船舶海洋工学会論文集 en : Journal of the Japan Society of Naval Architects and Ocean Engineers 巻 18, p. 115-121, 発行日 2014-03-06 |
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言語 | ja | |||||||||||||||
出版者 | 日本船舶海洋工学会 | |||||||||||||||
DOI | ||||||||||||||||
関連タイプ | isIdenticalTo | |||||||||||||||
識別子タイプ | DOI | |||||||||||||||
関連識別子 | https://doi.org/10.2534/jjasnaoe.18.115 | |||||||||||||||
NCID | ||||||||||||||||
収録物識別子タイプ | NCID | |||||||||||||||
収録物識別子 | AA12057769 | |||||||||||||||
ISSN | ||||||||||||||||
収録物識別子タイプ | PISSN | |||||||||||||||
収録物識別子 | 1880-3717 | |||||||||||||||
ISSN | ||||||||||||||||
収録物識別子タイプ | EISSN | |||||||||||||||
収録物識別子 | 1881-1760 | |||||||||||||||
著作権関連情報 | ||||||||||||||||
権利情報 | Copyright (c) 2013 社団法人 日本船舶海洋工学会 | |||||||||||||||
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 | ||||||||||||||||
連携ID | ||||||||||||||||
5863 |