{"created":"2025-01-19T01:15:49.962506+00:00","updated":"2025-01-19T16:20:42.077649+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00215048","sets":["6504:10735:10808"]},"path":["10808"],"owner":"44499","recid":"215048","title":["YOLOv3のアーキテクチャの改善によるリアルタイムHand Gesture認識及び家電操作への適用"],"pubdate":{"attribute_name":"公開日","attribute_value":"2021-03-04"},"_buckets":{"deposit":"00c1df52-7ddf-4a99-bbbb-63d4efe02771"},"_deposit":{"id":"215048","pid":{"type":"depid","value":"215048","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"YOLOv3のアーキテクチャの改善によるリアルタイムHand Gesture認識及び家電操作への適用","author_link":["553488","553487"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"YOLOv3のアーキテクチャの改善によるリアルタイムHand Gesture認識及び家電操作への適用"}]},"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":"2021-03-04","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":"中京大"},{"subitem_text_value":"中京大"}]},"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/215048/files/IPSJ-Z83-5R-04.pdf","label":"IPSJ-Z83-5R-04.pdf"},"date":[{"dateType":"Available","dateValue":"2021-12-28"}],"format":"application/pdf","filename":"IPSJ-Z83-5R-04.pdf","filesize":[{"value":"720.6 kB"}],"mimetype":"application/pdf","accessrole":"open_date","version_id":"52d8ce42-1228-41b8-b6bc-9490e8acd760","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2021 by the Information Processing Society of Japan"}]},"item_22_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"小林, 優太"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"ラシキア, 城治"}],"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":"本研究はハンドジェスチャ検出問題を扱っている．ジェスチャには静的なものと動的なものがある．本研究では実行速度と問題の複雑さを避けるためにハイブリッドジェスチャ検出を提案した．この手法では位置の検出をする必要があるため，YOLOv3を用いて実験を行った．しかし，速度に問題があることが判明した．軽量化モデルTiny-YOLOv3も同様に実験を行ったが，精度の向上が望ましかった．そこでYOLOv3を新しいアーキテクチャを提案しBackboneにMobileNetを使用し，HeadにDSCを使用した．評価実験を行い，システムの有効性を示した．また，提案ネットワークを実用的な家電操作問題に適用した．","subitem_description_type":"Other"}]},"item_22_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"498","bibliographic_titles":[{"bibliographic_title":"第83回全国大会講演論文集"}],"bibliographicPageStart":"497","bibliographicIssueDates":{"bibliographicIssueDate":"2021-03-04","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicVolumeNumber":"2021"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":215048,"links":{}}