{"created":"2025-01-19T01:01:19.482116+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00196823","sets":["6504:9795:9801"]},"path":["9801"],"owner":"6748","recid":"196823","title":["合成画像への画像変換による実画像人物姿勢推定"],"pubdate":{"attribute_name":"公開日","attribute_value":"2019-02-28"},"_buckets":{"deposit":"e6834909-3532-48f9-bb0b-02e609609eaf"},"_deposit":{"id":"196823","pid":{"type":"depid","value":"196823","revision_id":0},"owners":[6748],"status":"published","created_by":6748},"item_title":"合成画像への画像変換による実画像人物姿勢推定","author_link":["471405","471402","471403","471404"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"合成画像への画像変換による実画像人物姿勢推定"}]},"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":"2019-02-28","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":"京大"},{"subitem_text_value":"京大"},{"subitem_text_value":"京大"},{"subitem_text_value":"オムロンサイニックエックス"}]},"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/196823/files/IPSJ-Z81-5R-06.pdf","label":"IPSJ-Z81-5R-06.pdf"},"date":[{"dateType":"Available","dateValue":"2019-05-28"}],"format":"application/pdf","filename":"IPSJ-Z81-5R-06.pdf","filesize":[{"value":"528.9 kB"}],"mimetype":"application/pdf","accessrole":"open_date","version_id":"73748cf0-5b6c-428d-b75e-f538185fb0e5","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2019 by the Information Processing Society of Japan"}]},"item_22_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"高橋, 龍平"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"飯山, 将晃"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"薗頭, 元春"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"橋本, 敦史"}],"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":"本研究では深度画像を用いた人物姿勢推定手法を提案する．姿勢推定は，人物の写っている画像とその人物の関節の位置（アノテーション）のペアを教師データにして学習したCNNにより行われる．実画像へのアノテーションは高コストである一方，3DCGモデル生成ソフトウェアを用いて生成した合成画像には容易にアノテーション可能である．そこで提案手法では，入力となる実画像をGANによる画像変換で同じ姿勢をとった合成画像に変換し，アノテーションのついた合成画像で学習したCNNで姿勢推定を行う．これにより実画像へのアノテーション無しで姿勢推定を行うことができる．","subitem_description_type":"Other"}]},"item_22_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"202","bibliographic_titles":[{"bibliographic_title":"第81回全国大会講演論文集"}],"bibliographicPageStart":"201","bibliographicIssueDates":{"bibliographicIssueDate":"2019-02-28","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicVolumeNumber":"2019"}]},"relation_version_is_last":true,"weko_creator_id":"6748"},"id":196823,"updated":"2025-01-19T22:39:04.457620+00:00","links":{}}