{"links":{},"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00236116","sets":["6504:11678:11689"]},"path":["11689"],"owner":"44499","recid":"236116","title":["農作業記録のDX化のための画像認識システムに関する研究"],"pubdate":{"attribute_name":"公開日","attribute_value":"2024-03-01"},"_buckets":{"deposit":"856991dc-17c5-45d8-b604-d440e42b603a"},"_deposit":{"id":"236116","pid":{"type":"depid","value":"236116","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"農作業記録のDX化のための画像認識システムに関する研究","author_link":["645292","645291"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"農作業記録のDX化のための画像認識システムに関する研究"}]},"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":"2024-03-01","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":"仙台高専"},{"subitem_text_value":"仙台高専"}]},"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/236116/files/IPSJ-Z86-1T-02.pdf","label":"IPSJ-Z86-1T-02.pdf"},"date":[{"dateType":"Available","dateValue":"2024-07-03"}],"format":"application/pdf","filename":"IPSJ-Z86-1T-02.pdf","filesize":[{"value":"512.7 kB"}],"mimetype":"application/pdf","accessrole":"open_date","version_id":"86042ae2-eab0-4cb2-9e75-b6227149b73a","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2024 by the Information Processing Society of Japan"}]},"item_22_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"菅原, 敏夫"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"千葉, 慎二"}],"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":"農業従事者の労働負荷軽減や作物の生産性向上のため、スマート農業の活用が進められている。スマート農業の活用には農作業記録が重要となるが、農作業記録は多くの農家が手書きで行っており、その記録をスマート農業へ活用することが困難となっている。我々は、小型AIカメラと画像認識を用いた自動記録手法を提案し、農作業記録の自動化及び低コスト化を試みている。本件では、紙の作業表にマグネットを置いて実施作業を示したものを小型AIカメラで撮影し、作業内容を自動判別する画像認識システムについて提案した。本提案システムによる作業表の画像認識実験を行い、その精度と実用性について検討した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":"560","bibliographic_titles":[{"bibliographic_title":"第86回全国大会講演論文集"}],"bibliographicPageStart":"559","bibliographicIssueDates":{"bibliographicIssueDate":"2024-03-01","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicVolumeNumber":"2024"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"created":"2025-01-19T01:37:59.473804+00:00","updated":"2025-01-19T09:23:21.440672+00:00","id":236116}