{"links":{},"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00238761","sets":["6164:6165:7308:11764"]},"path":["11764"],"owner":"44499","recid":"238761","title":["床面圧力センサによる靴の識別モデルの開発と評価"],"pubdate":{"attribute_name":"公開日","attribute_value":"2024-08-26"},"_buckets":{"deposit":"e49948bd-94fc-4a87-8d84-a2d540cba395"},"_deposit":{"id":"238761","pid":{"type":"depid","value":"238761","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"床面圧力センサによる靴の識別モデルの開発と評価","author_link":["653944","653946","653943","653945"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"床面圧力センサによる靴の識別モデルの開発と評価"}]},"item_type_id":"18","publish_date":"2024-08-26","item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_18_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"北海道情報大学"},{"subitem_text_value":"First Four Notes 合同会社"},{"subitem_text_value":"First Four Notes 合同会社"},{"subitem_text_value":"北海道情報大学"}]},"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":44499,"item_file_price":{"attribute_name":"Billing file","attribute_type":"file","attribute_value_mlt":[{"url":{"url":"https://ipsj.ixsq.nii.ac.jp/record/238761/files/IPSJ-EC2024072.pdf","label":"IPSJ-EC2024072.pdf"},"date":[{"dateType":"Available","dateValue":"2024-08-26"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-EC2024072.pdf","filesize":[{"value":"16.6 MB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"0","billingrole":"5"},{"tax":["include_tax"],"price":"0","billingrole":"6"},{"tax":["include_tax"],"price":"0","billingrole":"40"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"075d1981-d40b-4826-8516-5928748142f6","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2024 by the Information Processing Society of Japan"}]},"item_18_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"上村, 宙"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"由谷, 哲夫"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"渋谷, 敦子"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"湯村, 翼"}],"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_18_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"過去の動線分析の研究では，カメラ映像を用いたコンピュータビジョン的方法が主流である．しかし，カメラを用いた動線分析では，遮蔽物による死角が生じるという欠点がある．また，プライバシー侵害の懸念もある．これらの問題は，動線分析に床面圧力センサを用いることで回避することができる．床面圧力センサを使って動線解析を行うには，体重，歩幅，スピード，靴の種類などから人を識別する必要がある．本研究では，ニューラルネットワークを用いて靴の圧力分布から靴の種類を識別する手法を開発した．スニーカー，上靴，サンダルの3種類の靴を用意してデータを収集し，識別モデルを作成した．もっともよいモデルの正答率は97.4\\%であった．実運用における課題は計測時間と耐久性である．","subitem_description_type":"Other"}]},"item_18_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"437","bibliographic_titles":[{"bibliographic_title":"エンタテインメントコンピューティングシンポジウム2024論文集"}],"bibliographicPageStart":"434","bibliographicIssueDates":{"bibliographicIssueDate":"2024-08-26","bibliographicIssueDateType":"Issued"},"bibliographicVolumeNumber":"2024"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"created":"2025-01-19T01:42:00.260530+00:00","updated":"2025-01-19T08:24:34.609892+00:00","id":238761}