{"links":{},"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00229929","sets":["6504:11436:11440"]},"path":["11440"],"owner":"44499","recid":"229929","title":["画像の劣化・ノイズによるDNNモデルの較正と分布外汎化への影響"],"pubdate":{"attribute_name":"公開日","attribute_value":"2023-02-16"},"_buckets":{"deposit":"a0882c6d-7ce1-4ee2-bde2-483c3606357e"},"_deposit":{"id":"229929","pid":{"type":"depid","value":"229929","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"画像の劣化・ノイズによるDNNモデルの較正と分布外汎化への影響","author_link":["618553","618552"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"画像の劣化・ノイズによるDNNモデルの較正と分布外汎化への影響"}]},"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":"2023-02-16","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":"立命館大"},{"subitem_text_value":"モントリオール大"}]},"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/229929/files/IPSJ-Z85-6Q-08.pdf","label":"IPSJ-Z85-6Q-08.pdf"},"date":[{"dateType":"Available","dateValue":"2023-11-17"}],"format":"application/pdf","filename":"IPSJ-Z85-6Q-08.pdf","filesize":[{"value":"247.5 kB"}],"mimetype":"application/pdf","accessrole":"open_date","version_id":"1f444e64-e903-4376-a26e-94dde803eea2","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2023 by the Information Processing Society of Japan"}]},"item_22_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"多田, 圭吾"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"長沼, 大樹"}],"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":"カメラ映像による人流解析や自動運転などのシナリオでは、用いるカメラレンズの経年劣化や、気象条件の変化などの環境変化によって、 深層ニューラルネットワークの性能を劣化させることが課題である。我々は、これらの環境変化をデータの分布シフトとしてキャストし、分布外汎化問題に取り組む。特に分布シフト下での影響を19種類の画像の劣化パターンとして分類し、性能劣化と不確実性の推定への影響への調査を行った。","subitem_description_type":"Other"}]},"item_22_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"264","bibliographic_titles":[{"bibliographic_title":"第85回全国大会講演論文集"}],"bibliographicPageStart":"263","bibliographicIssueDates":{"bibliographicIssueDate":"2023-02-16","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicVolumeNumber":"2023"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"created":"2025-01-19T01:29:23.097485+00:00","updated":"2025-01-19T11:21:30.403023+00:00","id":229929}