{"created":"2025-01-19T01:29:22.633740+00:00","updated":"2025-01-19T11:21:37.726852+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00229924","sets":["6504:11436:11440"]},"path":["11440"],"owner":"44499","recid":"229924","title":["パプリカの3次元点群における深層学習を用いた部分セグメンテーション"],"pubdate":{"attribute_name":"公開日","attribute_value":"2023-02-16"},"_buckets":{"deposit":"0626b73f-ad80-4f1e-a346-7a58d4fdcd0d"},"_deposit":{"id":"229924","pid":{"type":"depid","value":"229924","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"パプリカの3次元点群における深層学習を用いた部分セグメンテーション","author_link":["618536","618537","618533","618535","618539","618538","618534","618541","618540"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"パプリカの3次元点群における深層学習を用いた部分セグメンテーション"}]},"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":"2023-02-16","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":"東理大"},{"subitem_text_value":"農業・食品産業技術総合研究機構"},{"subitem_text_value":"農業・食品産業技術総合研究機構"},{"subitem_text_value":"農業・食品産業技術総合研究機構"},{"subitem_text_value":"農業・食品産業技術総合研究機構"},{"subitem_text_value":"農業・食品産業技術総合研究機構"},{"subitem_text_value":"株式会社アウトソーシングテクノロジー"},{"subitem_text_value":"東理大"},{"subitem_text_value":"東理大"}]},"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/229924/files/IPSJ-Z85-6Q-03.pdf","label":"IPSJ-Z85-6Q-03.pdf"},"date":[{"dateType":"Available","dateValue":"2023-11-17"}],"format":"application/pdf","filename":"IPSJ-Z85-6Q-03.pdf","filesize":[{"value":"547.4 kB"}],"mimetype":"application/pdf","accessrole":"open_date","version_id":"2e7d335d-3875-43a0-880d-420d8dea39a5","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2023 by the Information Processing Society of Japan"}]},"item_22_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"音部, 悠樹"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Unseok, Lee"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"宇佐美, 哲之"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"林, 篤司"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"高地, 伸夫"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"本間, 優"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"篠原, 洋太"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"伊高, 静"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"鈴木, 知道"}],"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":"本研究では、植物の表現型データを効率的に抽出するための前段階として、パプリカの3次元点群モデルを題材に器官ごとの部分セグメンテーションを行う。この処理によって3次元モデルの各点がクラス分けされることで、個々の器官の統計的特性および幾何学的特性を抽出することができる。しかし、深層学習における部分セグメンテーションの精度は点群が持つ特徴量とモデルの精度によって大きく変化する。そこで、本研究では点群が持つ特徴量セットについて複数パターンで検討し、最適な特徴量セットを探索する。","subitem_description_type":"Other"}]},"item_22_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"254","bibliographic_titles":[{"bibliographic_title":"第85回全国大会講演論文集"}],"bibliographicPageStart":"253","bibliographicIssueDates":{"bibliographicIssueDate":"2023-02-16","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicVolumeNumber":"2023"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":229924,"links":{}}