{"id":196983,"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00196983","sets":["6504:9795:9801"]},"path":["9801"],"owner":"6748","recid":"196983","title":["深層学習を用いた人の行動認識と感情識別"],"pubdate":{"attribute_name":"公開日","attribute_value":"2019-02-28"},"_buckets":{"deposit":"816223dd-e07b-4d77-a5d3-a84810283dba"},"_deposit":{"id":"196983","pid":{"type":"depid","value":"196983","revision_id":0},"owners":[6748],"status":"published","created_by":6748},"item_title":"深層学習を用いた人の行動認識と感情識別","author_link":["472058","472060","472061","472059"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"深層学習を用いた人の行動認識と感情識別"}]},"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":"徳島大"},{"subitem_text_value":"徳島大"},{"subitem_text_value":"徳島大"},{"subitem_text_value":"徳島大"}]},"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/196983/files/IPSJ-Z81-7U-07.pdf","label":"IPSJ-Z81-7U-07.pdf"},"date":[{"dateType":"Available","dateValue":"2019-05-28"}],"format":"application/pdf","filename":"IPSJ-Z81-7U-07.pdf","filesize":[{"value":"249.4 kB"}],"mimetype":"application/pdf","accessrole":"open_date","version_id":"81beef43-9abd-48cb-ae4b-2d418f6359dd","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":"乾, 祥大"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"西出, 俊"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"康, シン"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"任, 福継"}],"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，人物の行動認識と行動に含まれる感情を識別する手法を提案する．行動認識においては，深層学習による高速物体認識アルゴリズムであるSSDを使用する．カメラで取得した人間の様々な行動画像をSSDで学習することで行動の認識と重みづけを行う．認識した行動に対し，Russellの円環モデルにおける「快-不快指数」と「覚醒-眠気指数」を軸に持つファジィ認知マップを用いて感情の識別を行う．これら2つの指数を相互に結合することで，Russellの円環モデルを基に設定した「喜怒哀楽」の4つの感情に対応させる．本手法の有効性を検証するため，画像からの感情識別システムを用いた評価実験を行い，システムの有効性を示す．","subitem_description_type":"Other"}]},"item_22_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"518","bibliographic_titles":[{"bibliographic_title":"第81回全国大会講演論文集"}],"bibliographicPageStart":"517","bibliographicIssueDates":{"bibliographicIssueDate":"2019-02-28","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicVolumeNumber":"2019"}]},"relation_version_is_last":true,"weko_creator_id":"6748"},"updated":"2025-01-19T22:35:18.689492+00:00","created":"2025-01-19T01:01:28.507316+00:00","links":{}}