{"updated":"2025-01-19T15:40:51.012361+00:00","links":{},"created":"2025-01-19T01:17:27.025401+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00216939","sets":["1164:4619:10826:10881"]},"path":["10881"],"owner":"44499","recid":"216939","title":["知識グラフを用いた転移学習による少数ショット画像認識"],"pubdate":{"attribute_name":"公開日","attribute_value":"2022-03-03"},"_buckets":{"deposit":"0e51ed52-94d8-4826-a58c-984f0783fc30"},"_deposit":{"id":"216939","pid":{"type":"depid","value":"216939","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"知識グラフを用いた転移学習による少数ショット画像認識","author_link":["561042","561043","561041","561044"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"知識グラフを用いた転移学習による少数ショット画像認識"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"セッション2-A ","subitem_subject_scheme":"Other"}]},"item_type_id":"4","publish_date":"2022-03-03","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"大阪大学大学院工学研究科"},{"subitem_text_value":"大阪大学大学院工学研究科"},{"subitem_text_value":"東京理科大学工学部情報工学科"},{"subitem_text_value":"大阪大学大学院工学研究科"}]},"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/216939/files/IPSJ-CVIM22229008.pdf","label":"IPSJ-CVIM22229008.pdf"},"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-CVIM22229008.pdf","filesize":[{"value":"2.8 MB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"0","billingrole":"20"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_login","version_id":"35d49f57-885f-493b-b129-ac7f322ecf8d","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2022 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":"谷口, 琉聖"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"新田, 直子"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"中村, 和晃"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"馬場口, 登"}],"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":"画像認識において動植物の種類など詳細な概念を認識対象とする場合，概念数の膨大さと概念間の視覚的類似性により，各概念について大量の事例画像を収集し視覚特徴に基づいた認識器を学習することは困難である．本研究では視覚特徴及び地理特徴を持つ詳細概念を認識対象とし，概念間の類似度に基づき構築した知識グラフから抽 出した，十分な事例をもつ視覚的または地理的な代表概念に対する認識器を事前に学習する．この認識器をグラフ畳み込みネットワークにより継承することにより，各特徴に基づき詳細概念の候補を絞る認識器が効率的に学習できる． 最後に各特徴に基づく認識結果の統合により，両特徴に基づく高精度な詳細画像認識を目指す．","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"6","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":"2022-03-03","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"8","bibliographicVolumeNumber":"2022-CVIM-229"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":216939}