{"created":"2023-05-15T12:25:35.590872+00:00","id":893,"links":{},"metadata":{"_buckets":{"deposit":"39c6b482-91ef-4e95-9b9f-fbc2ddd0e4a9"},"_deposit":{"created_by":4,"id":"893","owners":[4],"pid":{"revision_id":0,"type":"depid","value":"893"},"status":"published"},"_oai":{"id":"oai:kait.repo.nii.ac.jp:00000893","sets":["2:16:41:115"]},"author_link":[],"item_10002_biblio_info_7":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2001-03-20","bibliographicIssueDateType":"Issued"},"bibliographicPageEnd":"68","bibliographicPageStart":"63","bibliographicVolumeNumber":"25","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":"The purpose of our research is to improve the recognition rate of off-line character recognition systems using the HMM (Hidden Markov Model). Some 1-dimensional (1-D) HMM recognition systems have been proposed to increase the recognition rate of the conventional recognition systems. However, the 1-D HMM recognition systems have not achieved a sufficient recognition rate. On the other hand, 2-D HMM character recognition systems have been proposed to increase the representational power. However, the complex structure of 2-D HMM could not produce enough representational power with the actual small number of learning samples. To overcome these problems, we proposed a method using the multiple 1-dimensional HMM approach. In our experiment, the recognition rate of our multiple 1-D HMM method performed 97.1%, which was about 3% better than the conventional 1-D HMM systems, and as good as the 2-D HMM (HMM-MRF) system. Thus our method has better performance in practical use.","subitem_description_language":"en","subitem_description_type":"Abstract"}]},"item_10002_identifier_registration":{"attribute_name":"ID登録","attribute_value_mlt":[{"subitem_identifier_reg_text":"10.34411/00000886","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":"西村, 広光","creatorNameLang":"ja"}]},{"creatorNames":[{"creatorName":"堤, 正義","creatorNameLang":"ja"}]},{"creatorNames":[{"creatorName":"Nishimura, Hiromitsu","creatorNameLang":"en"}]},{"creatorNames":[{"creatorName":"Tsutsumi, Masayoshi","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-025-011.pdf","filesize":[{"value":"2.7 MB"}],"format":"application/pdf","licensetype":"license_note","mimetype":"application/pdf","url":{"label":"kkb-025-011.pdf","objectType":"fulltext","url":"https://kait.repo.nii.ac.jp/record/893/files/kkb-025-011.pdf"},"version_id":"4508c971-734d-4e1f-b814-fd6b9e8f7452"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"Character Recognition","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"Off-line","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"Hidden Markov Model","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"HMM","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":"複合1次元HMMを利用した手書き文字認識の研究","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"複合1次元HMMを利用した手書き文字認識の研究","subitem_title_language":"ja"},{"subitem_title":"Off-line Character Recognition Using Multiple 1-D Hidden Markov Model","subitem_title_language":"en"}]},"item_type_id":"10002","owner":"4","path":["115"],"pubdate":{"attribute_name":"PubDate","attribute_value":"2020-11-24"},"publish_date":"2020-11-24","publish_status":"0","recid":"893","relation_version_is_last":true,"title":["複合1次元HMMを利用した手書き文字認識の研究"],"weko_creator_id":"4","weko_shared_id":-1},"updated":"2023-08-04T09:04:46.500310+00:00"}