{"_buckets": {"deposit": "e770e49f-9f75-4c5a-bef6-cbbe094d78e5"}, "_deposit": {"id": "30493", "owners": [], "pid": {"revision_id": 0, "type": "depid", "value": "30493"}, "status": "published"}, "_oai": {"id": "oai:nagoya.repo.nii.ac.jp:00030493", "sets": ["2523"]}, "author_link": ["101431", "101432", "101433", "101434", "101435", "101436", "101437", "101438", "101439", "101440", "101441", "101442", "101443", "101444", "101445", "101446"], "item_10_alternative_title_19": {"attribute_name": "その他のタイトル", "attribute_value_mlt": [{"subitem_alternative_title": "A wildlife recognition system based on deep learning", "subitem_alternative_title_language": "en"}]}, "item_10_biblio_info_6": {"attribute_name": "書誌情報", "attribute_value_mlt": [{"bibliographicIssueDates": {"bibliographicIssueDate": "2020-05-30", "bibliographicIssueDateType": "Issued"}, "bibliographicPageEnd": "30", "bibliographicPageStart": "25", "bibliographicVolumeNumber": "68", "bibliographic_titles": [{"bibliographic_title": "中部森林研究", "bibliographic_titleLang": "ja"}]}]}, "item_10_description_4": {"attribute_name": "抄録", "attribute_value_mlt": [{"subitem_description": "野生動物の保護管理への対策を講じるためには，野生動物の生息状況の調査が必須である。このため，カメラトラップを用いた調査が行われているが，大量に撮影される画像を調査者が確認して，野生動物を見つけ出し，種を同定する労力の大きさが間題となっている。この間題を解決するため，深層学習に基づいて，画像から野生動物の在／不在や種を認識し，画像上の領域とともに提示することで，調査者の労力を軽減する野生動物認識システムを構築した。石川県農林総合研究センター林業試験場で撮影した画像を用いて本システムを評価した結果，野生動物の種の同定作業の6割以上の労力が削減可能であり，調査者の労力軽減に有用であることが示された。", "subitem_description_language": "ja", "subitem_description_type": "Abstract"}]}, "item_10_identifier_registration": {"attribute_name": "ID登録", "attribute_value_mlt": [{"subitem_identifier_reg_text": "10.18999/chufr.68.25", "subitem_identifier_reg_type": "JaLC"}]}, "item_10_publisher_32": {"attribute_name": "出版者", "attribute_value_mlt": [{"subitem_publisher": "中部森林学会事務局", "subitem_publisher_language": "ja"}]}, "item_10_select_15": {"attribute_name": "著者版フラグ", "attribute_value_mlt": [{"subitem_select_item": "publisher"}]}, "item_10_source_id_61": {"attribute_name": "ISSN（print）", "attribute_value_mlt": [{"subitem_source_identifier": "1342-971X", "subitem_source_identifier_type": "PISSN"}]}, "item_1615787544753": {"attribute_name": "出版タイプ", "attribute_value_mlt": [{"subitem_version_resource": "http://purl.org/coar/version/c_970fb48d4fbd8a85", "subitem_version_type": "VoR"}]}, "item_access_right": {"attribute_name": "アクセス権", "attribute_value_mlt": [{"subitem_access_right": "open access", "subitem_access_right_uri": "http://purl.org/coar/access_right/c_abf2"}]}, "item_creator": {"attribute_name": "著者", "attribute_type": "creator", "attribute_value_mlt": [{"creatorNames": [{"creatorName": "上原, 祐介", "creatorNameLang": "ja"}], "nameIdentifiers": [{"nameIdentifier": "101431", "nameIdentifierScheme": "WEKO"}]}, {"creatorNames": [{"creatorName": "大谷, 直也", "creatorNameLang": "ja"}], "nameIdentifiers": [{"nameIdentifier": "101432", "nameIdentifierScheme": "WEKO"}]}, {"creatorNames": [{"creatorName": "西本, 圭佑", "creatorNameLang": "ja"}], "nameIdentifiers": [{"nameIdentifier": "101433", "nameIdentifierScheme": "WEKO"}]}, {"creatorNames": [{"creatorName": "川﨑, 邦将", "creatorNameLang": "ja"}], "nameIdentifiers": [{"nameIdentifier": "101434", "nameIdentifierScheme": "WEKO"}]}, {"creatorNames": [{"creatorName": "松井, 康浩", "creatorNameLang": "ja"}], "nameIdentifiers": [{"nameIdentifier": "101435", "nameIdentifierScheme": "WEKO"}]}, {"creatorNames": [{"creatorName": "長田, 茂美", "creatorNameLang": "ja"}], "nameIdentifiers": [{"nameIdentifier": "101436", "nameIdentifierScheme": "WEKO"}]}, {"creatorNames": [{"creatorName": "北村, 俊平", "creatorNameLang": "ja"}], "nameIdentifiers": [{"nameIdentifier": "101437", "nameIdentifierScheme": "WEKO"}]}, {"creatorNames": [{"creatorName": "矢田, 豊", "creatorNameLang": "ja"}], "nameIdentifiers": [{"nameIdentifier": "101438", "nameIdentifierScheme": "WEKO"}]}, {"creatorNames": [{"creatorName": "UEHARA, Yusuke", "creatorNameLang": "en"}], "nameIdentifiers": [{"nameIdentifier": "101439", "nameIdentifierScheme": "WEKO"}]}, {"creatorNames": [{"creatorName": "OTANI, Naoya", "creatorNameLang": "en"}], "nameIdentifiers": [{"nameIdentifier": "101440", "nameIdentifierScheme": "WEKO"}]}, {"creatorNames": [{"creatorName": "NISHIMOTO, Keisuke", "creatorNameLang": "en"}], "nameIdentifiers": [{"nameIdentifier": "101441", "nameIdentifierScheme": "WEKO"}]}, {"creatorNames": [{"creatorName": "KAWASAKI, Kunimasa", "creatorNameLang": "en"}], "nameIdentifiers": [{"nameIdentifier": "101442", "nameIdentifierScheme": "WEKO"}]}, {"creatorNames": [{"creatorName": "MATSUI, Yasuhiro", "creatorNameLang": "en"}], "nameIdentifiers": [{"nameIdentifier": "101443", "nameIdentifierScheme": "WEKO"}]}, {"creatorNames": [{"creatorName": "NAGATA, Shigemi", "creatorNameLang": "en"}], "nameIdentifiers": [{"nameIdentifier": "101444", "nameIdentifierScheme": "WEKO"}]}, {"creatorNames": [{"creatorName": "KITAMURA, Shumpei", "creatorNameLang": "en"}], "nameIdentifiers": [{"nameIdentifier": "101445", "nameIdentifierScheme": "WEKO"}]}, {"creatorNames": [{"creatorName": "YADA, Yutaka", "creatorNameLang": "en"}], "nameIdentifiers": [{"nameIdentifier": "101446", "nameIdentifierScheme": "WEKO"}]}]}, "item_files": {"attribute_name": "ファイル情報", "attribute_type": "file", "attribute_value_mlt": [{"accessrole": "open_date", "date": [{"dateType": "Available", "dateValue": "2020-10-05"}], "displaytype": "detail", "download_preview_message": "", "file_order": 0, "filename": "chufr_68_25.pdf", "filesize": [{"value": "1.2 MB"}], "format": "application/pdf", "future_date_message": "", "is_thumbnail": false, "licensetype": "license_note", "mimetype": "application/pdf", "size": 1200000.0, "url": {"label": "chufr_68_25.pdf", "objectType": "fulltext", "url": "https://nagoya.repo.nii.ac.jp/record/30493/files/chufr_68_25.pdf"}, "version_id": "e597f94b-c0fa-41fc-a32b-a337bcc72dad"}]}, "item_keyword": {"attribute_name": "キーワード", "attribute_value_mlt": [{"subitem_subject": "野生動物認識", "subitem_subject_scheme": "Other"}, {"subitem_subject": "カメラトラップ", "subitem_subject_scheme": "Other"}, {"subitem_subject": "深層学習", "subitem_subject_scheme": "Other"}, {"subitem_subject": "画像認識", "subitem_subject_scheme": "Other"}, {"subitem_subject": "セマンティックセグメンテーション", "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": "journal article", "resourceuri": "http://purl.org/coar/resource_type/c_6501"}]}, "item_title": "深層学習に基づく野生動物認識システム", "item_titles": {"attribute_name": "タイトル", "attribute_value_mlt": [{"subitem_title": "深層学習に基づく野生動物認識システム", "subitem_title_language": "ja"}]}, "item_type_id": "10", "owner": "1", "path": ["2523"], "permalink_uri": "https://doi.org/10.18999/chufr.68.25", "pubdate": {"attribute_name": "PubDate", "attribute_value": "2020-10-05"}, "publish_date": "2020-10-05", "publish_status": "0", "recid": "30493", "relation": {}, "relation_version_is_last": true, "title": ["深層学習に基づく野生動物認識システム"], "weko_shared_id": -1}