{"created":"2024-10-29T01:08:34.504543+00:00","id":2006909,"links":{},"metadata":{"_buckets":{"deposit":"9fedb2b3-e79c-4ae0-9e13-b11f21abc4b0"},"_deposit":{"created_by":7,"id":"2006909","owners":[7],"pid":{"revision_id":0,"type":"depid","value":"2006909"},"status":"published"},"_oai":{"id":"oai:tokushima-u.repo.nii.ac.jp:02006909","sets":["1713853213384:1713853295607"]},"author_link":["373","421","96"],"control_number":"2006909","item_10001_biblio_info_7":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2019-10-22","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"5","bibliographicPageEnd":"374","bibliographicPageStart":"369","bibliographicVolumeNumber":"4","bibliographic_titles":[{"bibliographic_title":"Advances in Science, Technology and Engineering Systems Journal","bibliographic_titleLang":"en"}]}]},"item_10001_description_5":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"With the progress of IoT, everything is going to be connected to the network. It will bring us a lot of benefits however some security risks will be occurred by connecting network. To avoid such problems, it is indispensable to strengthen security more than now. We focus on personal authentication as one of the security.\nAs a security enhancement method, we proposed a method to carry out numeral identification and personal authentication using numerals written in the air with Leap motion sensor. In this paper, we also focus on proper handling of aerial input numerals to verify whether the numerals written in the air are helpful for authentication. We collect numerals 0 to 9 from five subjects, then apply three pre-processing to these data, learn and authenticate them by CNN (convolutional neural network) which is a method of machine learning. As a result of learning, an average authentication accuracy was 92.4%. This result suggests that numerals written in the air are possible to carry out personal authentication and it will be able to construct a better authentication system.","subitem_description_language":"en","subitem_description_type":"Abstract"}]},"item_10001_publisher_8":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"ASTES","subitem_publisher_language":"en"}]},"item_10001_rights_15":{"attribute_name":"権利情報","attribute_value_mlt":[{"subitem_rights":"This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.","subitem_rights_language":"en"}]},"item_10001_source_id_9":{"attribute_name":"収録物ID","attribute_value_mlt":[{"subitem_source_identifier":"24156698","subitem_source_identifier_type":"ISSN"}]},"item_10001_version_type_20":{"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_1715043197608":{"attribute_name":"アクセス権","attribute_value_mlt":[{"subitem_access_right":"open access"}]},"item_1722929371688":{"attribute_name":"出版社版DOI","attribute_value_mlt":[{"subitem_relation_name":[{"subitem_relation_name_language":"ja","subitem_relation_name_text":"10.25046/aj040548"}],"subitem_relation_type_id":{"subitem_relation_type_id_text":"https://doi.org/10.25046/aj040548","subitem_relation_type_select":"DOI"}}]},"item_1723180141928":{"attribute_name":"EID","attribute_value_mlt":[{"subitem_identifier_type":"URI","subitem_identifier_uri":"360499"}]},"item_creator":{"attribute_name":"著者","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"ヤマモト, シュン","creatorNameLang":"ja"},{"creatorName":"ヤマモト, シュン","creatorNameLang":"ja-Kana"},{"creatorName":"Yamamoto, Shun","creatorNameLang":"en"}]},{"creatorAffiliations":[{"affiliationNameIdentifiers":[{"affiliationNameIdentifier":"","affiliationNameIdentifierScheme":"ISNI","affiliationNameIdentifierURI":"http://www.isni.org/isni/"}],"affiliationNames":[{"affiliationName":"","affiliationNameLang":"ja"}]}],"creatorNames":[{"creatorName":"伊藤, 桃代","creatorNameLang":"ja"},{"creatorName":"イトウ, モモヨ","creatorNameLang":"ja-Kana"},{"creatorName":"Ito, Momoyo","creatorNameLang":"en"}],"familyNames":[{"familyName":"伊藤","familyNameLang":"ja"},{"familyName":"イトウ","familyNameLang":"ja-Kana"},{"familyName":"Ito","familyNameLang":"en"}],"givenNames":[{"givenName":"桃代","givenNameLang":"ja"},{"givenName":"モモヨ","givenNameLang":"ja-Kana"},{"givenName":"Momoyo","givenNameLang":"en"}],"nameIdentifiers":[{"nameIdentifier":"421","nameIdentifierScheme":"WEKO"},{"nameIdentifier":"207321/profile-ja.html","nameIdentifierScheme":"徳島大学 教育研究者総覧","nameIdentifierURI":"http://pub2.db.tokushima-u.ac.jp/ERD/person/207321/profile-ja.html"},{"nameIdentifier":"40581153","nameIdentifierScheme":"e-Rad","nameIdentifierURI":"https://nrid.nii.ac.jp/ja/search/?qm=40581153"}]},{"creatorAffiliations":[{"affiliationNameIdentifiers":[{"affiliationNameIdentifier":"","affiliationNameIdentifierScheme":"ISNI","affiliationNameIdentifierURI":"http://www.isni.org/isni/"}],"affiliationNames":[{"affiliationName":"","affiliationNameLang":"ja"}]}],"creatorNames":[{"creatorName":"伊藤, 伸一","creatorNameLang":"ja"},{"creatorName":"イトウ, シンイチ","creatorNameLang":"ja-Kana"},{"creatorName":"Ito, Shin-ichi","creatorNameLang":"en"}],"familyNames":[{"familyName":"伊藤","familyNameLang":"ja"},{"familyName":"イトウ","familyNameLang":"ja-Kana"},{"familyName":"Ito","familyNameLang":"en"}],"givenNames":[{"givenName":"伸一","givenNameLang":"ja"},{"givenName":"シンイチ","givenNameLang":"ja-Kana"},{"givenName":"Shin-ichi","givenNameLang":"en"}],"nameIdentifiers":[{"nameIdentifier":"373","nameIdentifierScheme":"WEKO"},{"nameIdentifier":"189119/profile-ja.html","nameIdentifierScheme":"徳島大学 教育研究者総覧","nameIdentifierURI":"http://pub2.db.tokushima-u.ac.jp/ERD/person/189119/profile-ja.html"},{"nameIdentifier":"90547655","nameIdentifierScheme":"e-Rad","nameIdentifierURI":"https://nrid.nii.ac.jp/ja/search/?qm=90547655"}]},{"creatorAffiliations":[{"affiliationNameIdentifiers":[{"affiliationNameIdentifier":"","affiliationNameIdentifierScheme":"ISNI","affiliationNameIdentifierURI":"http://www.isni.org/isni/"}],"affiliationNames":[{"affiliationName":"","affiliationNameLang":"ja"}]}],"creatorNames":[{"creatorName":"福見, 稔","creatorNameLang":"ja"},{"creatorName":"フクミ, ミノル","creatorNameLang":"ja-Kana"},{"creatorName":"Fukumi, Minoru","creatorNameLang":"en"}],"familyNames":[{"familyName":"福見","familyNameLang":"ja"},{"familyName":"フクミ","familyNameLang":"ja-Kana"},{"familyName":"Fukumi","familyNameLang":"en"}],"givenNames":[{"givenName":"稔","givenNameLang":"ja"},{"givenName":"ミノル","givenNameLang":"ja-Kana"},{"givenName":"Minoru","givenNameLang":"en"}],"nameIdentifiers":[{"nameIdentifier":"96","nameIdentifierScheme":"WEKO"},{"nameIdentifier":"10743/profile-ja.html","nameIdentifierScheme":"徳島大学 教育研究者総覧","nameIdentifierURI":"http://pub2.db.tokushima-u.ac.jp/ERD/person/10743/profile-ja.html"},{"nameIdentifier":"80199265","nameIdentifierScheme":"e-Rad","nameIdentifierURI":"https://nrid.nii.ac.jp/ja/search/?qm=80199265"}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_access","date":[{"dateType":"Available","dateValue":"2019-11-11"}],"displaytype":"detail","filename":"astesj_4_5_369.pdf","filesize":[{"value":"680 KB"}],"format":"application/pdf","licensetype":"license_1","mimetype":"application/pdf","url":{"objectType":"fulltext","url":"https://tokushima-u.repo.nii.ac.jp/record/2006909/files/astesj_4_5_369.pdf"},"version_id":"b7e0dbd5-3605-40fc-a790-5c49a1a4b6de"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"Aerial input numerals","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"Leap motion","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"Deep learning","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"CNN","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"Dilated convolution","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"Personal authentication","subitem_subject_language":"en","subitem_subject_scheme":"Other"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"eng"}]},"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":"Verification of the Usefulness of Personal Authentication with Aerial Input Numerals Using Leap Motion","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"Verification of the Usefulness of Personal Authentication with Aerial Input Numerals Using Leap Motion","subitem_title_language":"en"}]},"item_type_id":"40001","owner":"7","path":["1713853295607"],"pubdate":{"attribute_name":"PubDate","attribute_value":"2019-11-11"},"publish_date":"2019-11-11","publish_status":"0","recid":"2006909","relation_version_is_last":true,"title":["Verification of the Usefulness of Personal Authentication with Aerial Input Numerals Using Leap Motion"],"weko_creator_id":"7","weko_shared_id":-1},"updated":"2025-01-29T07:27:25.489470+00:00"}