{"created":"2023-05-15T11:45:10.802348+00:00","id":3608,"links":{},"metadata":{"_buckets":{"deposit":"7ee5e7f1-80e5-4c65-bed4-20e57a64b5de"},"_deposit":{"created_by":10,"id":"3608","owners":[10],"pid":{"revision_id":0,"type":"depid","value":"3608"},"status":"published"},"_oai":{"id":"oai:nuis.repo.nii.ac.jp:00003608","sets":["8:91:115"]},"author_link":["3225","4004","4013","4008","4007","4127","3742","4006","3730","4010","4009","4128"],"control_number":"3608","item_10002_biblio_info_7":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2023-04-01","bibliographicIssueDateType":"Issued"},"bibliographicPageEnd":"39","bibliographicPageStart":"27","bibliographicVolumeNumber":"6","bibliographic_titles":[{"bibliographic_title":"新潟国際情報大学経営情報学部紀要"},{"bibliographic_title":"Journal of Niigata University of International and Information Studies Faculty of Business and Informatics","bibliographic_titleLang":"en"}]}]},"item_10002_description_19":{"attribute_name":"フォーマット","attribute_value_mlt":[{"subitem_description":"-"}]},"item_10002_description_5":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"車載カメラ画像のファインチューンドMask R-CNN モデルによる道路表面物セマンティックセグメンテーション、および土器3D-RGBA データの疑似ラベル教師あり分類・クラスタリングモデルによる導出クラスターと専門家分類のマッチング検証を行った。前者は4 つのCOCO データセット事前学習Mask R-CNN モデルを12 クラスの道路損傷等ラベル付15,881 セグメンテーションデータでファインチューニングを施し、推論および検証を行った。Mask R-CNN Inception ResNet101 AtrousCOCO が学習と推論で優れた結果を示した。東京国立博物館所蔵6 世紀須恵器の光学スキャナー計測データを3D-RGBA Voxel ベースに変換し、Multi View ベースを併用して疑似ラベル教師あり分類・クラスタリングモデルによりクラスターを導出した。須恵器身の色情報なし3D データから導出されたクラスターID3 には専門家分類型式のⅡ-4、特にⅡ-5 が多く集中し、クラスターID5 には専門家分類型式のⅡ-1 とⅡ-2 が集中する傾向が明らかとなった。その他のクラスターでは専門家分類型式が離散し、クラスターと専門家分類の大きな乖離がみられた。","subitem_description_type":"Abstract"}]},"item_10002_description_6":{"attribute_name":"内容記述","attribute_value_mlt":[{"subitem_description":"-"}]},"item_10002_heading_23":{"attribute_name":"見出し","attribute_value_mlt":[{"subitem_heading_banner_headline":"【論文】","subitem_heading_language":"ja"},{"subitem_heading_banner_headline":"<>","subitem_heading_language":"en"}]},"item_10002_publisher_8":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"新潟国際情報大学経営情報学部"}]},"item_10002_source_id_9":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"2434-2939","subitem_source_identifier_type":"ISSN"}]},"item_10002_version_type_20":{"attribute_name":"著者版フラグ","attribute_value_mlt":[{"subitem_version_resource":"http://purl.org/coar/version/c_970fb48d4fbd8a85","subitem_version_type":"VoR"}]},"item_creator":{"attribute_name":"著者","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"藤田, 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Voxelベース","subitem_subject_scheme":"Other"},{"subitem_subject":"疑似ラベル教師あり分類・クラスタリングモデル","subitem_subject_scheme":"Other"},{"subitem_subject":"土器型式分類の検証","subitem_subject_scheme":"Other"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourcetype":"departmental bulletin paper","resourceuri":"http://purl.org/coar/resource_type/c_6501"}]},"item_title":"移動体センシングによるディープラーニング技術の開発","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"移動体センシングによるディープラーニング技術の開発","subitem_title_language":"ja"},{"subitem_title":"Development of Deep Learning Technologies by Mobile 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