{"created":"2025-01-19T01:37:59.954390+00:00","updated":"2025-01-19T09:23:12.847698+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00236121","sets":["6504:11678:11689"]},"path":["11689"],"owner":"44499","recid":"236121","title":["4ch入力Mask R-CNNによる温度情報と可視画像を用いた果実検出の検討"],"pubdate":{"attribute_name":"公開日","attribute_value":"2024-03-01"},"_buckets":{"deposit":"c18dc6c1-4cc3-496b-bcea-ece149bd71b2"},"_deposit":{"id":"236121","pid":{"type":"depid","value":"236121","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"4ch入力Mask R-CNNによる温度情報と可視画像を用いた果実検出の検討","author_link":["645310","645309"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"4ch入力Mask R-CNNによる温度情報と可視画像を用いた果実検出の検討"}]},"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":"高知工科大"},{"subitem_text_value":"高知工科大"}]},"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/236121/files/IPSJ-Z86-1T-07.pdf","label":"IPSJ-Z86-1T-07.pdf"},"date":[{"dateType":"Available","dateValue":"2024-07-03"}],"format":"application/pdf","filename":"IPSJ-Z86-1T-07.pdf","filesize":[{"value":"489.4 kB"}],"mimetype":"application/pdf","accessrole":"open_date","version_id":"e008be82-48ee-4333-8430-9cbd4b480f5c","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":"大薗, 亜美"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"栗原, 徹"}],"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":"近年、日本の農業従事者は少子高齢化などによって減少しており、農業の効率化や自動化が注目されている。果実検出は農作物の管理、収穫の重要な要素である。しかし、作物の種類によって果実検出の難易度には差がある。ピーマンは果実と葉・茎の色が近い作物であり、色のみで果実検出を行うには比較的難易度の高い作物と考えられる。そのため本研究ではピーマンの果実検出にRGBだけでなく温度情報も用いることで、検出精度向上を目指した。ResNet-50-FPNをbackboneとしたMask R-CNNへRGBと温度情報を入力し、RGB画像を入力したときとの精度を比較する。","subitem_description_type":"Other"}]},"item_22_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"570","bibliographic_titles":[{"bibliographic_title":"第86回全国大会講演論文集"}],"bibliographicPageStart":"569","bibliographicIssueDates":{"bibliographicIssueDate":"2024-03-01","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicVolumeNumber":"2024"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":236121,"links":{}}