{"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00236100","sets":["6504:11678:11689"]},"path":["11689"],"owner":"44499","recid":"236100","title":["服装と顔画像にもとづく年齢推定手法の提案"],"pubdate":{"attribute_name":"公開日","attribute_value":"2024-03-01"},"_buckets":{"deposit":"008bfaeb-518f-48a2-b46f-8aaadc5dff0f"},"_deposit":{"id":"236100","pid":{"type":"depid","value":"236100","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"服装と顔画像にもとづく年齢推定手法の提案","author_link":["645239","645240"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"服装と顔画像にもとづく年齢推定手法の提案"}]},"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":"2024-03-01","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":"東北学院大"},{"subitem_text_value":"東北学院大"}]},"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/236100/files/IPSJ-Z86-5S-09.pdf","label":"IPSJ-Z86-5S-09.pdf"},"date":[{"dateType":"Available","dateValue":"2024-07-03"}],"format":"application/pdf","filename":"IPSJ-Z86-5S-09.pdf","filesize":[{"value":"493.3 kB"}],"mimetype":"application/pdf","accessrole":"open_date","version_id":"5e15d132-7d5f-4658-a784-aa6ff97e6d33","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2024 by the Information Processing Society of Japan"}]},"item_22_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"兼子, 大起"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"郷古, 学"}],"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":"人物の画像からその人物の年齢を推定することは、入場に年齢制限が必要な施設やレジなどにおいて幅広い応用が期待できる。従来研究では、顔や手の画像を用いた年齢推定法が提案されてきた。本研究では、人物の服装画像と顔画像の両方を用いた年齢推定手法を提案する。提案手法では、服装画像と顔画像からそれぞれ年齢を推定し、それらを統合して最終的な推定結果とする。服装画像からの年齢推定を実現するため、SNSやファッション雑誌から学習データとして全身画像を収集し、深層学習により学習を行った。提案手法の有効性を確認したところ、顔画像のみからの年齢の推定精度は約51%であるのに対し、提案手法では84%であった。","subitem_description_type":"Other"}]},"item_22_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"524","bibliographic_titles":[{"bibliographic_title":"第86回全国大会講演論文集"}],"bibliographicPageStart":"523","bibliographicIssueDates":{"bibliographicIssueDate":"2024-03-01","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicVolumeNumber":"2024"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":236100,"updated":"2025-01-19T09:23:44.081098+00:00","links":{},"created":"2025-01-19T01:37:57.924386+00:00"}