{"created":"2023-06-19T10:29:42.840181+00:00","id":9694,"links":{},"metadata":{"_buckets":{"deposit":"71975642-139e-4b12-a2cc-0294e4ad4597"},"_deposit":{"created_by":18,"id":"9694","owners":[18],"pid":{"revision_id":0,"type":"depid","value":"9694"},"status":"published"},"_oai":{"id":"oai:muroran-it.repo.nii.ac.jp:00009694","sets":["216:239","216:428","216:429","46"]},"author_link":["57373","5812","54231","55203","55202","55204"],"item_79_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2017-06","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicPageEnd":"21","bibliographicPageStart":"18","bibliographicVolumeNumber":"4","bibliographic_titles":[{"bibliographic_title":"Journal of Robotics, Networking and Artificial Life","bibliographic_titleLang":"en"}]}]},"item_79_description_23":{"attribute_name":"フォーマット","attribute_value_mlt":[{"subitem_description":"application/pdf","subitem_description_type":"Other"}]},"item_79_description_7":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"Exercise support systems for the elderly have been developed and some were equipped with a motion sensor to evaluate their exercise motion. Normally, it provides three-dimensional time-series data of over 20 joints. In this study, we propose to apply Convolutional Neural Network (CNN) methodology to the motion evaluation. The method converts the motion data of one exercise interval into one gray scale image. From simulation results, the CNN was possible to classify the images into specified motions.","subitem_description_language":"en","subitem_description_type":"Abstract"}]},"item_79_link_17":{"attribute_name":"出版者版へのリンク","attribute_value_mlt":[{"subitem_link_text":"10.2991/jrnal.2017.4.1.5","subitem_link_url":"https://doi.org/10.2991/jrnal.2017.4.1.5"}]},"item_79_link_5":{"attribute_name":"室蘭工業大学研究者データベースへのリンク","attribute_value_mlt":[{"subitem_link_text":"花島 直彦（HANAJIMA Naohiko）","subitem_link_url":"http://rdsoran.muroran-it.ac.jp/html/100000017_ja.html"},{"subitem_link_text":"水上 雅人（MIZUKAMI Masato）","subitem_link_url":"http://rdsoran.muroran-it.ac.jp/html/100000243_ja.html"},{"subitem_link_text":"藤平 祥孝（FUJIHIRA Yoshinori）","subitem_link_url":"http://rdsoran.muroran-it.ac.jp/html/100000060_ja.html"}]},"item_79_publisher_11":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"Atlantis Press.","subitem_publisher_language":"en"}]},"item_79_relation_18":{"attribute_name":"DOI","attribute_value_mlt":[{"subitem_relation_type":"isIdenticalTo","subitem_relation_type_id":{"subitem_relation_type_id_text":"10.2991/jrnal.2017.4.1.5","subitem_relation_type_select":"DOI"}}]},"item_79_relation_22":{"attribute_name":"主となる版","attribute_value_mlt":[{"subitem_relation_type":"isVersionOf","subitem_relation_type_id":{"subitem_relation_type_id_text":"https://www.atlantis-press.com/journals/jrnal/25878336","subitem_relation_type_select":"URI"}}]},"item_79_rights_19":{"attribute_name":"権利","attribute_value_mlt":[{"subitem_rights":"© The authors. This article is distributed under the terms of the Creative Commons Attribution License 4.0, which permits non-commercial use, distribution and reproduction in any medium, provided the original work is properly cited. See for details: https://creativecommons.org/licenses/by-nc/4.0/","subitem_rights_language":"en"}]},"item_79_source_id_12":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"2352-6386","subitem_source_identifier_type":"PISSN"}]},"item_79_subject_9":{"attribute_name":"日本十進分類法","attribute_value_mlt":[{"subitem_subject":"007","subitem_subject_scheme":"NDC"}]},"item_79_version_type_21":{"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_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":"ITOH, Hajime","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorAffiliations":[{"affiliationNameIdentifiers":[{}],"affiliationNames":[{},{}]}],"creatorNames":[{"creatorName":"HANAJIMA,  Naohiko","creatorNameLang":"en"},{"creatorName":"花島, 直彦","creatorNameLang":"ja"},{"creatorName":"ハナジマ, ナオヒコ","creatorNameLang":"ja-Kana"}],"familyNames":[{},{},{}],"givenNames":[{},{},{}],"nameIdentifiers":[{},{}]},{"creatorNames":[{"creatorName":"MURAOKA, Yohei","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"OHATA, Makoto","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorAffiliations":[{"affiliationNameIdentifiers":[{}],"affiliationNames":[{},{}]}],"creatorNames":[{"creatorName":"水上, 雅人","creatorNameLang":"ja"},{"creatorName":"MIZUKAMI, Masato","creatorNameLang":"en"},{"creatorName":"ミズカミ, マサト","creatorNameLang":"ja-Kana"}],"familyNames":[{},{},{}],"givenNames":[{},{},{}],"nameIdentifiers":[{}]},{"creatorAffiliations":[{"affiliationNameIdentifiers":[{}],"affiliationNames":[{},{}]}],"creatorNames":[{"creatorName":"FUJIHIRA, Yoshinori","creatorNameLang":"en"},{"creatorName":"フジヒラ, ヨシノリ","creatorNameLang":"ja-Kana"},{"creatorName":"藤平, 祥孝","creatorNameLang":"ja"}],"familyNames":[{},{},{}],"givenNames":[{},{},{}],"nameIdentifiers":[{},{}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_date","date":[{"dateType":"Available","dateValue":"2018-06-18"}],"displaytype":"detail","filename":"jrnal_4_1_18-21.pdf","filesize":[{"value":"730.3 kB"}],"format":"application/pdf","licensetype":"license_note","mimetype":"application/pdf","url":{"label":"jrnal_4_1_18-21","objectType":"fulltext","url":"https://muroran-it.repo.nii.ac.jp/record/9694/files/jrnal_4_1_18-21.pdf"},"version_id":"880c02b5-c413-45b5-82ef-900ade40e69a"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"CNN","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"Gray scale image","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"Exercises classification","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"Time-series data.","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":"Exercise classification using CNN with image frames produced from time-series motion data","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"Exercise classification using CNN with image frames produced from time-series motion data","subitem_title_language":"en"}]},"item_type_id":"79","owner":"18","path":["46","428","429","239"],"pubdate":{"attribute_name":"PubDate","attribute_value":"2018-06-18"},"publish_date":"2018-06-18","publish_status":"0","recid":"9694","relation_version_is_last":true,"title":["Exercise classification using CNN with image frames produced from time-series motion data"],"weko_creator_id":"18","weko_shared_id":-1},"updated":"2024-01-24T00:35:01.720818+00:00"}