{"created":"2023-05-15T12:25:40.314764+00:00","id":982,"links":{},"metadata":{"_buckets":{"deposit":"b2f2a6fc-620e-462b-86e8-d8540695d49f"},"_deposit":{"created_by":4,"id":"982","owners":[4],"pid":{"revision_id":0,"type":"depid","value":"982"},"status":"published"},"_oai":{"id":"oai:kait.repo.nii.ac.jp:00000982","sets":["2:16:41:119"]},"author_link":[],"item_10002_biblio_info_7":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2005-03-20","bibliographicIssueDateType":"Issued"},"bibliographicPageEnd":"82","bibliographicPageStart":"75","bibliographicVolumeNumber":"29","bibliographic_titles":[{"bibliographic_title":"神奈川工科大学研究報告.B,理工学編"}]}]},"item_10002_description_19":{"attribute_name":"フォーマット","attribute_value_mlt":[{"subitem_description":"application/pdf","subitem_description_type":"Other"}]},"item_10002_description_5":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"There have been introduced some human interfaces in the past for partially sighted or blind person regardless of requiring its performance with reasonable price. We proposed a guide system to help handicapped persons to control elevator as a human aid. In our system, it recognizes a motion of hand writing as a gesture in the elevator based on neural networks. All we need to build up this system are a personal computer and a low priced web・camera. This paper describes an application of writing gesture for handicapped person using simple, but not problem oriented algorithms in a sense. Our experiments result in the recognition rate of roughly 90% in a limited 2 class classification and 40% in a limited 13 class classification. We have learned that our system doesn't give an appropriate response of recognition rate with increasing the number of classes, which must be improved in our future experiments.","subitem_description_language":"en","subitem_description_type":"Abstract"}]},"item_10002_identifier_registration":{"attribute_name":"ID登録","attribute_value_mlt":[{"subitem_identifier_reg_text":"10.34411/00000975","subitem_identifier_reg_type":"JaLC"}]},"item_10002_publisher_8":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"神奈川工科大学"}]},"item_10002_source_id_11":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AN10074179","subitem_source_identifier_type":"NCID"}]},"item_10002_source_id_9":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"09161902","subitem_source_identifier_type":"PISSN"}]},"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":"望月, 広一","creatorNameLang":"ja"}]},{"creatorNames":[{"creatorName":"西村, 広光","creatorNameLang":"ja"}]},{"creatorNames":[{"creatorName":"富川, 武彦","creatorNameLang":"ja"}]},{"creatorNames":[{"creatorName":"Mochiduki, Hirokazu","creatorNameLang":"en"}]},{"creatorNames":[{"creatorName":"Nishimura, Hiromitsu","creatorNameLang":"en"}]},{"creatorNames":[{"creatorName":"Tomikawa, Takehiko","creatorNameLang":"en"}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_date","date":[{"dateType":"Available","dateValue":"2010-02-03"}],"displaytype":"detail","filename":"kkb-029-013.pdf","filesize":[{"value":"3.8 MB"}],"format":"application/pdf","licensetype":"license_note","mimetype":"application/pdf","url":{"label":"kkb-029-013.pdf","objectType":"fulltext","url":"https://kait.repo.nii.ac.jp/record/982/files/kkb-029-013.pdf"},"version_id":"5a0797f9-8a32-4b57-bf8f-f9e536a6775e"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"human interfaces","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"writing motion","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"character recognition","subitem_subject_language":"en","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":"ニューラルネットワークを利用した筆記動作認識","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"ニューラルネットワークを利用した筆記動作認識","subitem_title_language":"ja"},{"subitem_title":"Writing Motion Recognition Using Neuml Networks","subitem_title_language":"en"}]},"item_type_id":"10002","owner":"4","path":["119"],"pubdate":{"attribute_name":"PubDate","attribute_value":"2020-11-24"},"publish_date":"2020-11-24","publish_status":"0","recid":"982","relation_version_is_last":true,"title":["ニューラルネットワークを利用した筆記動作認識"],"weko_creator_id":"4","weko_shared_id":-1},"updated":"2023-08-04T09:12:15.254834+00:00"}