{"updated":"2025-01-19T14:19:08.600523+00:00","links":{},"id":221051,"created":"2025-01-19T01:21:04.056713+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00221051","sets":["6504:11035:11043"]},"path":["11043"],"owner":"44499","recid":"221051","title":["深層学習を用いた建設機械の識別に関する研究"],"pubdate":{"attribute_name":"公開日","attribute_value":"2022-02-17"},"_buckets":{"deposit":"d2ce17d6-f1c4-430c-9008-ce84b95d0c33"},"_deposit":{"id":"221051","pid":{"type":"depid","value":"221051","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"深層学習を用いた建設機械の識別に関する研究","author_link":["578543","578540","578542","578545","578539","578541","578544"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"深層学習を用いた建設機械の識別に関する研究"}]},"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":"2022-02-17","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":"関西大"},{"subitem_text_value":"阪経大"},{"subitem_text_value":"関西大"},{"subitem_text_value":"法大"},{"subitem_text_value":"琉球大"},{"subitem_text_value":"関西大"},{"subitem_text_value":"関西大"}]},"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/221051/files/IPSJ-Z84-5U-02.pdf","label":"IPSJ-Z84-5U-02.pdf"},"date":[{"dateType":"Available","dateValue":"2022-10-22"}],"format":"application/pdf","filename":"IPSJ-Z84-5U-02.pdf","filesize":[{"value":"411.3 kB"}],"mimetype":"application/pdf","accessrole":"open_date","version_id":"59b3997d-c83e-4ed4-8fc5-e0f3f52e557d","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2022 by the Information Processing Society of Japan"}]},"item_22_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"藤田, 悠歌"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"井上, 晴可"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"梅原, 喜政"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"今井, 龍一"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"神谷, 大介"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"田中, 成典"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"中畑, 光貴"}],"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":"我が国では，少子高齢化による生産年齢人口の減少に伴い，建設現場における作業効率化や労働生産性の向上が求められている．国土交通省では，その対策として，建設現場にICTを全面的に導入する施策を推進しており，建設機械の安全管理が注目されている．安全管理の一つに動画像から建設機械の危険事象を抽出する技術があるが，現場では多種多様な建設機械が複数稼働しているため，どの建設機械に対する危険事象かを特定できない．そこで，本研究では，深層学習を用いて建設機械に貼り付けた模様を識別し，複数のカメラ間で建設機械を同定する手法を提案する．そして，車両を建設機械と見立てて建設現場を想定した実験を実施し，建設機械の識別精度を評価することで提案手法の有用性を確認した．","subitem_description_type":"Other"}]},"item_22_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"624","bibliographic_titles":[{"bibliographic_title":"第84回全国大会講演論文集"}],"bibliographicPageStart":"623","bibliographicIssueDates":{"bibliographicIssueDate":"2022-02-17","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicVolumeNumber":"2022"}]},"relation_version_is_last":true,"weko_creator_id":"44499"}}