{"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00231947","sets":["1164:4619:11539:11571"]},"path":["11571"],"owner":"44499","recid":"231947","title":["大規模言語モデルを利用した画像のプライバシー認識"],"pubdate":{"attribute_name":"公開日","attribute_value":"2024-01-18"},"_buckets":{"deposit":"5897bc8f-bb91-4739-92e6-0b73db2df6d2"},"_deposit":{"id":"231947","pid":{"type":"depid","value":"231947","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"大規模言語モデルを利用した画像のプライバシー認識","author_link":["627392","627393","627394","627395","627397","627396"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"大規模言語モデルを利用した画像のプライバシー認識"}]},"item_type_id":"4","publish_date":"2024-01-18","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"青山学院大学／国立研究開発法人産業技術総合研究所"},{"subitem_text_value":"国立研究開発法人情報通信研究機構／青山学院大学"},{"subitem_text_value":"国立研究開発法人理化学研究所"},{"subitem_text_value":"国立研究開発法人産業技術総合研究所"},{"subitem_text_value":"青山学院大学"},{"subitem_text_value":"国立研究開発法人産業技術総合研究所"}]},"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/231947/files/IPSJ-CVIM24236025.pdf","label":"IPSJ-CVIM24236025.pdf"},"date":[{"dateType":"Available","dateValue":"2026-01-18"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-CVIM24236025.pdf","filesize":[{"value":"9.8 MB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"660","billingrole":"5"},{"tax":["include_tax"],"price":"330","billingrole":"6"},{"tax":["include_tax"],"price":"0","billingrole":"20"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"382caf00-a5f9-49b4-9799-ea1e2739feca","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2024 by the Information Processing Society of Japan"}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"入澤, 優太"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"伊東, 聖矢"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"栗田, 修平"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"大西, 正輝"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"大原, 剛三"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"櫻田, 健"}],"nameIdentifiers":[{}]}]},"item_4_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AA11131797","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":"2188-8701","subitem_source_identifier_type":"ISSN"}]},"item_4_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"プライバシーは厳密に定義することが難しく，時代とともに変化する．また，シーンプライバシーを含む画像データの収集やアノテーション作業には倫理的な困難さがある．一方，プライバシーに関するテキストデータの作成は，認識の個人差が大きいため人間による列挙は難しい．そこで，我々は大規模言語モデルを利用して，プライバシーに着目したテキストデータセットを構築し，CLIP を用いたテキストのみの学習により，人々の時代における価値観の変化に柔軟に対応可能なシーンプライバシーの自動認識技術の実現を目指す．本研究では，テキストデータセットの作成方法の提案と学習手法の実装を行い，その有効性を評価する．","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"8","bibliographic_titles":[{"bibliographic_title":"研究報告コンピュータビジョンとイメージメディア（CVIM）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2024-01-18","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"25","bibliographicVolumeNumber":"2024-CVIM-236"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":231947,"updated":"2025-01-19T10:35:31.785726+00:00","links":{},"created":"2025-01-19T01:32:31.114018+00:00"}