{"links":{},"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00225923","sets":["1164:3980:11162:11253"]},"path":["11253"],"owner":"44499","recid":"225923","title":["ドライバーの眠気予測を目的とした顔表情評定AIシステムの汎化性能向上に向けての検討"],"pubdate":{"attribute_name":"公開日","attribute_value":"2023-05-11"},"_buckets":{"deposit":"3c8a9c34-dd4b-4bda-80df-463c7c222f61"},"_deposit":{"id":"225923","pid":{"type":"depid","value":"225923","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"ドライバーの眠気予測を目的とした顔表情評定AIシステムの汎化性能向上に向けての検討","author_link":["598918","598910","598913","598916","598912","598917","598915","598914","598911"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"ドライバーの眠気予測を目的とした顔表情評定AIシステムの汎化性能向上に向けての検討"},{"subitem_title":"Towards Improving the Generalization Performance of a Face Texture Analysis AI System for Predicting Driver Drowsiness","subitem_title_language":"en"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"医療・ヘルス","subitem_subject_scheme":"Other"}]},"item_type_id":"4","publish_date":"2023-05-11","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"岡山県立大学大学院情報系工学研究科"},{"subitem_text_value":"岡山県立大学情報工学部情報システム工学科"},{"subitem_text_value":"岡山県立大学情報工学部情報システム工学科"},{"subitem_text_value":"岡山県立大学情報工学部人間情報工学科"},{"subitem_text_value":"岡山県立大学情報工学部人間情報工学科"},{"subitem_text_value":"川崎医療福祉大学医療技術学部臨床工学科"}]},"item_4_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"Graduate School of Computer Science and System Engineering, Okayama Prefectural University","subitem_text_language":"en"},{"subitem_text_value":"Computer Science and Systems Engineering, Okayama Prefectural University","subitem_text_language":"en"},{"subitem_text_value":"Computer Science and Systems Engineering, Okayama Prefectural University","subitem_text_language":"en"},{"subitem_text_value":"Human Information Engineering, Okayama Prefectural University","subitem_text_language":"en"},{"subitem_text_value":"Faculty of Health Science and Technology Kawasaki University of Medical Welfare","subitem_text_language":"en"}]},"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/225923/files/IPSJ-ITS23093051.pdf","label":"IPSJ-ITS23093051.pdf"},"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-ITS23093051.pdf","filesize":[{"value":"1.9 MB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"0","billingrole":"37"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_login","version_id":"038ce209-686a-4170-b3a7-eabe8e21e5ba","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2023 by the Institute of Electronics, Information and Communication Engineers This SIG report is only available to those in membership of the SIG."}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"久保, 智哉"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"横川, 智教"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"有本, 和民"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"穂苅, 真樹"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"茅野, 功"}],"nameIdentifiers":[{}]}]},"item_4_creator_6":{"attribute_name":"著者名(英)","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Tomoya, Kubo","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Kazutami, Arimoto","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Yokogawa, Tomoyuki","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Isao, Kayano4","creatorNameLang":"en"}],"nameIdentifiers":[{}]}]},"item_4_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AA11515904","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":"2188-8965","subitem_source_identifier_type":"ISSN"}]},"item_4_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"我々はドライバーの顔全体の印象から眠気を予測する顔表情評定 AI システムを開発している．本研究では，車載用組込みマイコンボード上で動作することを目指し，2D-CNN モデルによる顔表情評定 AI システムを開発しているが，汎化性能向上が課題となっている．本稿では汎化性能向上に向けた研究成果について述べる．","subitem_description_type":"Other"}]},"item_4_description_8":{"attribute_name":"論文抄録(英)","attribute_value_mlt":[{"subitem_description":"We are currently developing a Face Texture Analysis AI system that predicts driver drowsiness based on the overall impression of the driver's face. Our goal is to create a system and operates on an embedded microcontroller board specifically designed for use in vehicles. However, we have identified that improving the generalization performance of the system poses a significant challenge. Therefore, the purpose of this paper is to present our research findings aimed at improving the generalization performance of our f Face Texture Analysis AI system for predicting driver drowsiness.","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"5","bibliographic_titles":[{"bibliographic_title":"研究報告高度交通システムとスマートコミュニティ（ITS）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2023-05-11","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"51","bibliographicVolumeNumber":"2023-ITS-93"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"created":"2025-01-19T01:25:25.006304+00:00","updated":"2025-01-19T12:38:19.903076+00:00","id":225923}