{"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00195835","sets":["934:6391:9623:9755"]},"path":["9755"],"owner":"44499","recid":"195835","title":["深層学習による美的評価エンジンの開発と構図推薦カメラへの実装"],"pubdate":{"attribute_name":"公開日","attribute_value":"2019-05-24"},"_buckets":{"deposit":"e80e9840-6cae-4f94-915d-ef168caae80f"},"_deposit":{"id":"195835","pid":{"type":"depid","value":"195835","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"深層学習による美的評価エンジンの開発と構図推薦カメラへの実装","author_link":["467732","467734","467735","467730","467731","467733","467736","467729"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"深層学習による美的評価エンジンの開発と構図推薦カメラへの実装"},{"subitem_title":"Development of Aesthetics Evaluation Engine based on Deep Learning and Implementation into Composition Recommendation Camera","subitem_title_language":"en"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"[コンシューマ・デバイス論文] 深層学習，画像認識，デジタルカメラ，構図推薦","subitem_subject_scheme":"Other"}]},"item_type_id":"3","publish_date":"2019-05-24","item_3_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"株式会社NTTドコモ"},{"subitem_text_value":"ドコモ・テクノロジ株式会社"},{"subitem_text_value":"株式会社NTTドコモ"},{"subitem_text_value":"株式会社NTTドコモ"}]},"item_3_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"NTT DOCOMO, INC.","subitem_text_language":"en"},{"subitem_text_value":"DOCOMO Technology,Inc.","subitem_text_language":"en"},{"subitem_text_value":"NTT DOCOMO, INC.","subitem_text_language":"en"},{"subitem_text_value":"NTT DOCOMO, INC.","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":44499,"item_file_price":{"attribute_name":"Billing file","attribute_type":"file","attribute_value_mlt":[{"url":{"url":"https://ipsj.ixsq.nii.ac.jp/record/195835/files/IPSJ-TCDS0902003.pdf","label":"IPSJ-TCDS0902003.pdf"},"date":[{"dateType":"Available","dateValue":"2021-05-24"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-TCDS0902003.pdf","filesize":[{"value":"9.2 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":"47"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"1f4c5107-13ef-4cfe-ae3a-b5ae1e38e2ec","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2019 by the Information Processing Society of Japan"}]},"item_3_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"井上, 義隆"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"松村, 択磨"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"深澤, 佑介"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"山田, 和宏"}],"nameIdentifiers":[{}]}]},"item_3_creator_6":{"attribute_name":"著者名(英)","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Yoshitaka, Inoue","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Takuma, Matsumura","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Yusuke, Fukazawa","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Kazuhiro, Yamada","creatorNameLang":"en"}],"nameIdentifiers":[{}]}]},"item_3_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AA12628043","subitem_source_identifier_type":"NCID"}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourceuri":"http://purl.org/coar/resource_type/c_6501","resourcetype":"journal article"}]},"item_3_source_id_11":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"2186-5728","subitem_source_identifier_type":"ISSN"}]},"item_3_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"本研究では写真を美的評価するエンジンを深層学習で構築し，デジタルカメラ型デバイスへ実装した．デバイスでは深層学習の推論処理をリアルタイムに動作させ，撮影すべき構図を撮影者に推薦する機能を実装した．構図推薦カメラは初心者の撮影技術をサポートするだけでなく，熟練者に対してもシャッターチャンスの気づきや構図を追求する機会を与えることができる．","subitem_description_type":"Other"}]},"item_3_description_8":{"attribute_name":"論文抄録(英)","attribute_value_mlt":[{"subitem_description":"In this paper, we developed an aesthetics evaluation engine based on deep learning, and implemented it into a digital camera which is able to recommend photo compositions. The device inferences aesthetics and recommends compositions to the photographer in real time. The proposed engine and device can not only support photography techniques for amateur photographers, but also give opportunities of perfect shot and composition adjustment for expert photographers.","subitem_description_type":"Other"}]},"item_3_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"21","bibliographic_titles":[{"bibliographic_title":"情報処理学会論文誌コンシューマ・デバイス＆システム（CDS）"}],"bibliographicPageStart":"11","bibliographicIssueDates":{"bibliographicIssueDate":"2019-05-24","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"2","bibliographicVolumeNumber":"9"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":195835,"updated":"2025-01-19T22:17:52.117957+00:00","links":{},"created":"2025-01-19T01:00:43.287671+00:00"}