{"updated":"2025-01-21T06:55:19.841102+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00112664","sets":["1164:4619:7845:7846"]},"path":["7846"],"owner":"11","recid":"112664","title":["Deep Convolutional Neural Networkによる全方位画像からの人検出"],"pubdate":{"attribute_name":"公開日","attribute_value":"2015-01-15"},"_buckets":{"deposit":"e371fa30-18c1-47dd-91fa-e594619fb46e"},"_deposit":{"id":"112664","pid":{"type":"depid","value":"112664","revision_id":0},"owners":[11],"status":"published","created_by":11},"item_title":"Deep Convolutional Neural Networkによる全方位画像からの人検出","author_link":["34075","34074","34073"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"Deep Convolutional Neural Networkによる全方位画像からの人検出"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"ポスターセッション","subitem_subject_scheme":"Other"}]},"item_type_id":"4","publish_date":"2015-01-15","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"千葉大学大学院融合科学研究科"},{"subitem_text_value":"千葉大学統合情報センター"},{"subitem_text_value":"千葉大学アカデミック・リンク・センター"}]},"item_4_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"Graduate School of Advanced Integration Science, Chiba University","subitem_text_language":"en"},{"subitem_text_value":"Institute of Management and Information Technologies, Chiba University","subitem_text_language":"en"},{"subitem_text_value":"Academic Link Center, Chiba University","subitem_text_language":"en"}]},"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/112664/files/IPSJ-CVIM15195059.pdf"},"date":[{"dateType":"Available","dateValue":"2017-01-15"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-CVIM15195059.pdf","filesize":[{"value":"949.4 kB"}],"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":"f070d614-fcb5-4649-a738-d76bae269c4f","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2015 by the Information Processing Society of Japan"}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"浅沼, 仁"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"川本, 一彦"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"岡本, 一志"}],"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_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"全方位画像では位置による物体の見えの変化が大きく，従来の見えに基づく特徴による分類では人の識別が難しい．本研究では，Deep Convolutional Neural Network を全方位画像からの人検出に応用する．Deep Learning では学習に大量の学習サンプルが必要となるが，手作業で作成することは時間的な問題から現実的でない．少ない学習サンプルから大量の学習サンプルを生成し，生成された学習サンプルでも学習が行えることを示す．また，実環境下で HOG 画像特徴量と Real AdaBoost を用いた人検出法と比較し，識別率が向上することを示す．","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"4","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":"2015-01-15","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"59","bibliographicVolumeNumber":"2015-CVIM-195"}]},"relation_version_is_last":true,"weko_creator_id":"11"},"created":"2025-01-18T23:54:24.952624+00:00","id":112664,"links":{}}