{"updated":"2025-01-20T05:47:14.996620+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00176613","sets":["1164:4619:9026:9027"]},"path":["9027"],"owner":"11","recid":"176613","title":["Kinectによる姿勢認識を用いた食事姿勢の計測"],"pubdate":{"attribute_name":"公開日","attribute_value":"2017-01-12"},"_buckets":{"deposit":"d6071fd3-4d8f-45bb-a0e2-c82b1d3ca1ee"},"_deposit":{"id":"176613","pid":{"type":"depid","value":"176613","revision_id":0},"owners":[11],"status":"published","created_by":11},"item_title":"Kinectによる姿勢認識を用いた食事姿勢の計測","author_link":["372048","372049","372051","372050"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"Kinectによる姿勢認識を用いた食事姿勢の計測"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"オーガナイズドセッション1「食」","subitem_subject_scheme":"Other"}]},"item_type_id":"4","publish_date":"2017-01-12","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"立命館大学大学院情報理工学研究科"},{"subitem_text_value":"立命館大学情報理工学部"},{"subitem_text_value":"立命館大学情報理工学部"},{"subitem_text_value":"立命館大学情報理工学部"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"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/176613/files/IPSJ-CVIM17205016.pdf","label":"IPSJ-CVIM17205016.pdf"},"date":[{"dateType":"Available","dateValue":"2019-01-12"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-CVIM17205016.pdf","filesize":[{"value":"6.6 MB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"660","billingrole":"5"},{"tax":["include_tax"],"price":"330","billingrole":"6"},{"tax":["include_tax"],"price":"0","billingrole":"20"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"8df350cf-f3fc-4aae-9658-93aeeda6927c","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2017 by the Information Processing Society of Japan"}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"史, 宇華"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"松村, 耕平"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Roberto, Lopez-Gulliver"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"野間, 春生"}],"nameIdentifiers":[{}]}]},"item_4_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AA11131797","subitem_source_identifier_type":"NCID"}]},"item_4_textarea_12":{"attribute_name":"Notice","attribute_value_mlt":[{"subitem_textarea_value":"SIG Technical Reports are nonrefereed and hence may later appear in any journals, conferences, symposia, etc."}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourceuri":"http://purl.org/coar/resource_type/c_18gh","resourcetype":"technical report"}]},"item_4_source_id_11":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"2188-8701","subitem_source_identifier_type":"ISSN"}]},"item_4_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"本論文では，マイクロソフト社の Kinect の深度画像から得られるユーザーのスケルトン情報に対して，Random Forest 分類器と AdaBoost を使用してユーザの姿勢をリアルタイムで自動認識するシステムを開発した．ここでは特に食事中の姿勢を対象とし，Kinect で深度データが含まれる悪い姿勢の学習データを録画する．これらの学習データから，ユーザーの Joint の特徴量を抽出し，悪い食事姿勢のデータベースを構築して学習し，五つの悪い姿勢を動画から自動認識できるシステムを開発した．悪い姿勢を食事中の映像から学習し，50 名の被験者に対して行った食事の映像から 93% の認識機能を実現した．本システムを応用し，将来はユーザーの悪い食事姿勢を検出した後，ユーザーにフィードバックを与え，食育トレーニングすることを目指している．","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"6","bibliographic_titles":[{"bibliographic_title":"研究報告コンピュータビジョンとイメージメディア（CVIM）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2017-01-12","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"16","bibliographicVolumeNumber":"2017-CVIM-205"}]},"relation_version_is_last":true,"weko_creator_id":"11"},"created":"2025-01-19T00:46:15.014234+00:00","id":176613,"links":{}}