{"id":205132,"updated":"2025-01-19T19:50:01.793636+00:00","links":{},"created":"2025-01-19T01:07:18.396135+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00205132","sets":["6504:10247:10254"]},"path":["10254"],"owner":"6748","recid":"205132","title":["深層学習を利用した震災画像への自動タグ付け機能開発"],"pubdate":{"attribute_name":"公開日","attribute_value":"2020-02-20"},"_buckets":{"deposit":"b9250771-6323-485b-8830-078830456ca5"},"_deposit":{"id":"205132","pid":{"type":"depid","value":"205132","revision_id":0},"owners":[6748],"status":"published","created_by":6748},"item_title":"深層学習を利用した震災画像への自動タグ付け機能開発","author_link":["508859","508858","508860"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"深層学習を利用した震災画像への自動タグ付け機能開発"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"人工知能と認知科学","subitem_subject_scheme":"Other"}]},"item_type_id":"22","publish_date":"2020-02-20","item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_22_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"福岡大"},{"subitem_text_value":"福岡大"},{"subitem_text_value":"福岡大"}]},"item_publisher":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"情報処理学会","subitem_publisher_language":"ja"}]},"publish_status":"0","weko_shared_id":-1,"item_file_price":{"attribute_name":"Billing file","attribute_type":"file","attribute_value_mlt":[{"url":{"url":"https://ipsj.ixsq.nii.ac.jp/record/205132/files/IPSJ-Z82-5C-05.pdf","label":"IPSJ-Z82-5C-05.pdf"},"date":[{"dateType":"Available","dateValue":"2020-06-19"}],"format":"application/pdf","filename":"IPSJ-Z82-5C-05.pdf","filesize":[{"value":"729.6 kB"}],"mimetype":"application/pdf","accessrole":"open_date","version_id":"46a4a945-7e94-415b-b809-72cbb8906352","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2020 by the Information Processing Society of Japan"}]},"item_22_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"廣重, 法道"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"植木, 亜奈"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"鶴田, 直之"}],"nameIdentifiers":[{}]}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourceuri":"http://purl.org/coar/resource_type/c_5794","resourcetype":"conference paper"}]},"item_22_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AN00349328","subitem_source_identifier_type":"NCID"}]},"item_22_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"地震災害の画像を蓄積したデータベースにおいて、検索性能の向上のため、深層学習を利用し、画像から「地割れ」など震災事象を検出するモデルを作成している。昨年度、「地割れ」検出モデルを作成したところ正解率77％の成果を得ることができ、「地割れ」のような形が多様で範囲が不明確であるものにも適用できる可能性を得た。今年度は、「家屋倒壊」「土台崩れ」「木材がれき（流木）」も検出するモデル作成に取り組んだ。その結果について報告する。","subitem_description_type":"Other"}]},"item_22_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"22","bibliographic_titles":[{"bibliographic_title":"第82回全国大会講演論文集"}],"bibliographicPageStart":"21","bibliographicIssueDates":{"bibliographicIssueDate":"2020-02-20","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicVolumeNumber":"2020"}]},"relation_version_is_last":true,"weko_creator_id":"6748"}}