{"created":"2023-05-15T12:28:56.834723+00:00","id":22585,"links":{},"metadata":{"_buckets":{"deposit":"d1ddf1b7-c8eb-44ca-8620-c839d2f9a006"},"_deposit":{"created_by":10,"id":"22585","owners":[10],"pid":{"revision_id":0,"type":"depid","value":"22585"},"status":"published"},"_oai":{"id":"oai:kansai-u.repo.nii.ac.jp:00022585","sets":["363:3037"]},"author_link":["50961","50962"],"item_10009_alternative_title_1":{"attribute_name":"その他（別言語等）のタイトル","attribute_value_mlt":[{"subitem_alternative_title":"Analysis of Writing Styles on Wood Slips of the Chinese Han Period Using Deep Generative Models"}]},"item_10009_date_11":{"attribute_name":"出版年月日","attribute_value_mlt":[{"subitem_date_issued_datetime":"2022-03-31","subitem_date_issued_type":"Issued"}]},"item_10009_description_5":{"attribute_name":"概要","attribute_value_mlt":[{"subitem_description":"In this paper, we develop a method to analyze the calligraphic styles of wood slips excavated in Northwestern China. Specifically, we propose a method to quantify the degree of collapse of the Chinese characters by measuring the degree of dissociation using a deep generative model. To realize the method, we introduce anomaly detection with generative adversarial networks (AnoGAN), trained by normal data, and then detect abnormal data based on the reconstruction error when those data are input. First, we train the GAN by using images of a character written in Clerical-Script as training data. Next, we calculate the anomaly scores of the characters based on the difference between the Cursive-Script characters and the generated character images and then calculate the degree of collapse. In our experiments, we created datasets consisting of wood slips made in the Han Period and showed that the proposed method could quantify the degree of misalignment between Clerical-Script of neat font and Cursive-Script of scrawl font.","subitem_description_type":"Other"}]},"item_10009_end_page_10":{"attribute_name":"終了ページ","attribute_value_mlt":[{"subitem_end_page":"305"}]},"item_10009_full_name_24":{"attribute_name":"著者別名","attribute_value_mlt":[{"nameIdentifiers":[{"nameIdentifier":"50962","nameIdentifierScheme":"WEKO"}],"names":[{"name":"Yoshida, Soh"}]}]},"item_10009_identifier_registration":{"attribute_name":"ID登録","attribute_value_mlt":[{"subitem_identifier_reg_text":"10.32286/00026600","subitem_identifier_reg_type":"JaLC"}]},"item_10009_publisher_8":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"関西大学アジア・オープン・リサーチセンター"}]},"item_10009_record_name_7":{"attribute_name":"図書名","attribute_value_mlt":[{"subitem_source_title":"KU-ORCASが開くデジタル化時代の東アジア文化研究 : オープン・プラットフォームで浮かび上がる、新たな東アジアの姿"}]},"item_10009_start_page_9":{"attribute_name":"開始ページ","attribute_value_mlt":[{"subitem_start_page":"295"}]},"item_10009_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":[{"creatorAffiliations":[{"affiliationNameIdentifiers":[{"affiliationNameIdentifier":"","affiliationNameIdentifierScheme":"ISNI","affiliationNameIdentifierURI":"http://www.isni.org/isni/"}],"affiliationNames":[{"affiliationName":"","affiliationNameLang":"ja"}]}],"creatorNames":[{"creatorName":"吉田, 壮","creatorNameLang":"ja"},{"creatorName":"Yoshida, Soh","creatorNameLang":"en"}],"familyNames":[{"familyName":"吉田","familyNameLang":"ja"},{"familyName":"Yoshida","familyNameLang":"en"}],"givenNames":[{"givenName":"壮","givenNameLang":"ja"},{"givenName":"Soh","givenNameLang":"en"}],"nameIdentifiers":[{"nameIdentifier":"50961","nameIdentifierScheme":"WEKO"},{"nameIdentifier":"70780584","nameIdentifierScheme":"e-Rad","nameIdentifierURI":"https://nrid.nii.ac.jp/ja/nrid/1000070780584"},{"nameIdentifier":"0000-0003-0237-7461","nameIdentifierScheme":"ORCID iD","nameIdentifierURI":"https://orcid.org/0000-0003-0237-7461"}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_date","date":[{"dateType":"Available","dateValue":"2022-05-11"}],"displaytype":"detail","filename":"KU-0440-20220331-26.pdf","filesize":[{"value":"2.7 MB"}],"format":"application/pdf","licensetype":"license_9","mimetype":"application/pdf","url":{"label":"KU-0440-20220331-26.pdf","url":"https://kansai-u.repo.nii.ac.jp/record/22585/files/KU-0440-20220331-26.pdf"},"version_id":"8cd56de7-4f1d-4386-949c-c39dfc39c194"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"木簡","subitem_subject_scheme":"Other"},{"subitem_subject":"書体分析","subitem_subject_scheme":"Other"},{"subitem_subject":"Generative Adversarial Network","subitem_subject_scheme":"Other"},{"subitem_subject":"関西大学","subitem_subject_scheme":"Other"},{"subitem_subject":"Kansai University","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":"book","resourceuri":"http://purl.org/coar/resource_type/c_2f33"}]},"item_title":"深層生成モデルを用いた中国出土木簡の書体分析","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"深層生成モデルを用いた中国出土木簡の書体分析"}]},"item_type_id":"10009","owner":"10","path":["3037"],"pubdate":{"attribute_name":"公開日","attribute_value":"2022-05-11"},"publish_date":"2022-05-11","publish_status":"0","recid":"22585","relation_version_is_last":true,"title":["深層生成モデルを用いた中国出土木簡の書体分析"],"weko_creator_id":"10","weko_shared_id":-1},"updated":"2024-12-24T06:04:53.327849+00:00"}