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深層学習を用いたコンクリートのひび割れ検出プログラムに関する研究
http://hdl.handle.net/10069/39411
http://hdl.handle.net/10069/3941145c0dddd-db79-4914-8308-d4fd7393282b
名前 / ファイル | ライセンス | アクション |
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49_93_119.pdf (1.3 MB)
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Item type | 紀要論文 / Departmental Bulletin Paper(1) | |||||
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公開日 | 2019-08-26 | |||||
タイトル | ||||||
タイトル | 深層学習を用いたコンクリートのひび割れ検出プログラムに関する研究 | |||||
言語 | ||||||
言語 | jpn | |||||
キーワード | ||||||
主題Scheme | Other | |||||
主題 | concrete structure | |||||
キーワード | ||||||
主題Scheme | Other | |||||
主題 | cracks | |||||
キーワード | ||||||
主題Scheme | Other | |||||
主題 | deep learning | |||||
キーワード | ||||||
主題Scheme | Other | |||||
主題 | transfer leaning | |||||
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 | departmental bulletin paper | |||||
著者 |
寺野, 聡恭
× 寺野, 聡恭× 古賀, 掲維× 松田, 浩 |
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著者別名 | ||||||
姓名 | TERANO, Sosuke | |||||
著者別名 | ||||||
姓名 | KOGA, Aoi | |||||
著者別名 | ||||||
姓名 | MATSUDA, Hiroshi | |||||
その他のタイトル | ||||||
その他のタイトル | A Study on Concrete Crack Detection Program using Deep Learning | |||||
抄録 | ||||||
内容記述タイプ | Abstract | |||||
内容記述 | In a local government, proper maintenance and management of social infrastructure such as roads and bridges is a very important activity to live a life. However, in recent years, the aging of concrete structures constructed during the period of high economic growth has become a problem. Under such circumstances, the demand for maintenance of social infrastructure is expected to increase in the future, and it is necessary to develop more efficient methods. In the inspection of concrete structures, it is fundamental to observe the occurrence of cracks. In this study, we aimed to develop a diagnostic method for cracks and confirmed that it is effective for remarkable cracks in concrete structures by transfer learning, which is one method of deep learning from digital photographs. | |||||
書誌情報 |
長崎大学大学院工学研究科研究報告 en : Reports of Graduate School of Engineering, Nagasaki University 巻 49, 号 93, p. 119-124, 発行日 2019-08 |
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ISSN | ||||||
収録物識別子タイプ | ISSN | |||||
収録物識別子 | 18805574 | |||||
書誌レコードID | ||||||
収録物識別子タイプ | NCID | |||||
収録物識別子 | AA12601998 | |||||
著者版フラグ | ||||||
出版タイプ | VoR | |||||
出版タイプResource | http://purl.org/coar/version/c_970fb48d4fbd8a85 | |||||
出版者 | ||||||
出版者 | 長崎大学大学院工学研究科 | |||||
出版者別言語 | ||||||
Graduate School of Engineering, Nagasaki University | ||||||
sortkey | ||||||
19 | ||||||
引用 | ||||||
内容記述タイプ | Other | |||||
内容記述 | 長崎大学大学院工学研究科研究報告, 49(93), pp.119-124; 2019 |