WEKO3
アイテム
{"_buckets": {"deposit": "d5009f78-eb75-4dfe-8ead-33b12fae7582"}, "_deposit": {"created_by": 14, "id": "1514", "owners": [14], "pid": {"revision_id": 0, "type": "depid", "value": "1514"}, "status": "published"}, "_oai": {"id": "oai:kyutech.repo.nii.ac.jp:00001514", "sets": ["24"]}, "author_link": ["402", "399", "404", "6082", "6083", "6084"], "control_number": "1514", "item_21_biblio_info_6": {"attribute_name": "書誌情報", "attribute_value_mlt": [{"bibliographicIssueDates": {"bibliographicIssueDate": "2008-01-01", "bibliographicIssueDateType": "Issued"}, "bibliographicIssueNumber": "1", "bibliographicPageEnd": "62", "bibliographicPageStart": "57", "bibliographicVolumeNumber": "37", "bibliographic_titles": [{"bibliographic_title": "画像電子学会誌", "bibliographic_titleLang": "ja"}, {"bibliographic_title": "Journal of the Institute of Image Electronics Engineers of Japan", "bibliographic_titleLang": "en"}]}]}, "item_21_description_4": {"attribute_name": "抄録", "attribute_value_mlt": [{"subitem_description": "本稿では,モアレ像からの脊柱側腎症自動識別法について述べる.脊柱側腎症は脊柱が左右に管曲する病気で,主に,小中学生を中心として発生する.人背面モアレ像は正常例であればほぼ左右対称を示しているが,異常例ではモアレ縞のひずみによる左右非対称が現れる.そこで,脊柱側撃症のもつ非対称の特徴を利用して,モアレ画像から対称性解析を行うことにより,脊柱側管症の自動識別を行う.提案法では,図形の近似的対称性解析法により対称基準を求め,対称基準を境とする左右領域内の重心位置のずれと濃度差の分布の違いを基に,階層型ニューラルネットワーク(ANN)やサポートベクタマシン(SVM)による自動識別を行う.提案法を用いて1,200例の実モアレ画像を三つのデータ群に分け,Leave-one methodによる分類実験を行った結果,ANNでは90.3%,SVMでは85.3%の平均識別率を得た.", "subitem_description_language": "ja", "subitem_description_type": "Abstract"}, {"subitem_description": "In this paper, we propose a new method for automatic classification of spinal deformity from moiré topographic images by using four asymmetric features on right- and left-hand side of human back. Spinal deformity is one of serious disease and it is mainly suffer by teenagers during their growth stage particularly fifth year in the elementary school to second year in the middle school. In the mass school screening, a moiré method has been proposed which takes moiré topographic images of human subject backs and checks its symmetry/asymmetry of the moiré patterns in a two-dimensional way. We perform the proposed method to 1200 real moiré images in the classification employing Artificial Neural Networks based on back propagation and Support Vector Machines. As a result, on the total average, classification rate of 90.3%, and 85.3% were achieved in the ANN, SVM, respectively.", "subitem_description_language": "en", "subitem_description_type": "Abstract"}]}, "item_21_publisher_7": {"attribute_name": "出版社", "attribute_value_mlt": [{"subitem_publisher": "画像電子学会", "subitem_publisher_language": "ja"}]}, "item_21_relation_12": {"attribute_name": "DOI", "attribute_value_mlt": [{"subitem_relation_type": "isIdenticalTo", "subitem_relation_type_id": {"subitem_relation_type_id_text": "https://doi.org/10.11371/iieej.37.57", "subitem_relation_type_select": "DOI"}}]}, "item_21_rights_13": {"attribute_name": "著作権関連情報", "attribute_value_mlt": [{"subitem_rights": "Copyright (c) 2008 一般社団法人 画像電子学会. 本文データは画像電子学会誌37巻1号から転載したものである"}]}, "item_21_select_59": {"attribute_name": "査読の有無", "attribute_value_mlt": [{"subitem_select_item": "yes"}]}, "item_21_source_id_10": {"attribute_name": "NCID", "attribute_value_mlt": [{"subitem_source_identifier": "AN00041650", "subitem_source_identifier_type": "NCID"}]}, "item_21_source_id_8": {"attribute_name": "ISSN", "attribute_value_mlt": [{"subitem_source_identifier": "1348-0316", "subitem_source_identifier_type": "EISSN"}, {"subitem_source_identifier": "0285-9831", "subitem_source_identifier_type": "PISSN"}]}, "item_21_text_64": {"attribute_name": "業績ID", "attribute_value_mlt": [{"subitem_text_value": "CFFECA93D04AE3FD492575910029A76E"}]}, "item_21_version_type_58": {"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_creator": {"attribute_name": "著者", "attribute_type": "creator", "attribute_value_mlt": [{"creatorAlternatives": [{"creatorAlternative": "Kamiya, Tohru", "creatorAlternativeLang": "en"}, {"creatorAlternative": "神谷, 亨", "creatorAlternativeLang": "ja"}, {"creatorAlternative": "カミヤ, トオル", "creatorAlternativeLang": "ja-Kana"}], "creatorNames": [{"creatorName": "Kim, Hyungseop", "creatorNameLang": "en"}, {"creatorName": "金, 亨燮", "creatorNameLang": "ja"}], "nameIdentifiers": [{"nameIdentifier": "402", "nameIdentifierScheme": "WEKO"}, {"nameIdentifier": "80295005", "nameIdentifierScheme": "e-Rad", "nameIdentifierURI": "https://nrid.nii.ac.jp/ja/nrid/1000080295005"}, {"nameIdentifier": "55739611300", "nameIdentifierScheme": "Scopus著者ID", "nameIdentifierURI": "https://www.scopus.com/authid/detail.uri?authorId=55739611300"}, {"nameIdentifier": "25", "nameIdentifierScheme": "九工大研究者情報", "nameIdentifierURI": "https://hyokadb02.jimu.kyutech.ac.jp/html/25_ja.html"}]}, {"creatorAffiliations": [{"affiliationNames": [{"affiliationNameLang": "ja"}]}], "creatorAlternatives": [{"creatorAlternative": "丹上, 結乃純", "creatorAlternativeLang": "ja"}, {"creatorAlternative": "Tanjo, Yui", "creatorAlternativeLang": "en"}, {"creatorAlternative": "タンジョウ, ユウイ", "creatorAlternativeLang": "ja-Kana"}], "creatorNames": [{"creatorName": "Tan, Joo kooi", "creatorNameLang": "en"}, {"creatorName": "タン, ジュークイ", "creatorNameLang": "ja"}], "nameIdentifiers": [{"nameIdentifier": "399", "nameIdentifierScheme": "WEKO"}, {"nameIdentifier": "40363395", "nameIdentifierScheme": "e-Rad", "nameIdentifierURI": "https://nrid.nii.ac.jp/ja/nrid/1000040363395"}, {"nameIdentifier": "7402302537", "nameIdentifierScheme": "Scopus著者ID", "nameIdentifierURI": "https://www.scopus.com/authid/detail.uri?authorId=7402302537"}, {"nameIdentifier": "35", "nameIdentifierScheme": "九工大研究者情報", "nameIdentifierURI": "https://hyokadb02.jimu.kyutech.ac.jp/html/35_ja.html"}]}, {"creatorAffiliations": [{"affiliationNames": [{"affiliationNameLang": "ja"}]}], "creatorNames": [{"creatorName": "石川, 聖二", "creatorNameLang": "ja"}, {"creatorName": "Ishikawa, Seiji", "creatorNameLang": "en"}, {"creatorName": "イシカワ, セイジ", "creatorNameLang": "ja-Kana"}], "familyNames": [{"familyName": "Ishikawa", "familyNameLang": "en"}, {"familyName": "石川", "familyNameLang": "ja"}, {"familyName": "イシカワ", "familyNameLang": "ja-Kana"}], "givenNames": [{"givenName": "Seiji", "givenNameLang": "en"}, {"givenName": "聖二", "givenNameLang": "ja"}, {"givenName": "セイジ", "givenNameLang": "ja-Kana"}], "nameIdentifiers": [{"nameIdentifier": "404", "nameIdentifierScheme": "WEKO"}, {"nameIdentifier": "90128116", "nameIdentifierScheme": "e-Rad", "nameIdentifierURI": "https://nrid.nii.ac.jp/ja/nrid/1000090128116"}, {"nameIdentifier": "55539203500", "nameIdentifierScheme": "Scopus著者ID", "nameIdentifierURI": "https://www.scopus.com/authid/detail.uri?authorId=55539203500"}]}, {"creatorAlternatives": [{"creatorAlternative": "大塚, 嘉則", "creatorAlternativeLang": "ja"}], "creatorNames": [{"creatorName": "Otsuka, Yoshinori", "creatorNameLang": "en"}], "nameIdentifiers": [{"nameIdentifier": "6082", "nameIdentifierScheme": "WEKO"}]}, {"creatorNames": [{"creatorName": "清水, 尚", "creatorNameLang": "ja"}, {"creatorName": "Shimizu, Hisashi", "creatorNameLang": "en"}], "nameIdentifiers": [{"nameIdentifier": "6083", "nameIdentifierScheme": "WEKO"}]}, {"creatorNames": [{"creatorName": "四宮, 孝史", "creatorNameLang": "ja"}, {"creatorName": "Shinomiya, Takashi", "creatorNameLang": "en"}], "nameIdentifiers": [{"nameIdentifier": "6084", "nameIdentifierScheme": "WEKO"}]}]}, "item_files": {"attribute_name": "ファイル情報", "attribute_type": "file", "attribute_value_mlt": [{"accessrole": "open_date", "date": [{"dateType": "Available", "dateValue": "2009-04-07"}], "displaytype": "detail", "download_preview_message": "", "file_order": 0, "filename": "10.11371_iieej.37.57.pdf", "filesize": [{"value": "4.8 MB"}], "format": "application/pdf", "future_date_message": "", "is_thumbnail": false, "licensetype": "license_note", "mimetype": "application/pdf", "size": 4800000.0, "url": {"label": "10.11371_iieej.37.57.pdf", "url": "https://kyutech.repo.nii.ac.jp/record/1514/files/10.11371_iieej.37.57.pdf"}, "version_id": "5faab27c-26b2-44e2-8b79-8be3544f7612"}]}, "item_keyword": {"attribute_name": "キーワード", "attribute_value_mlt": [{"subitem_subject": "モアレ画像", "subitem_subject_scheme": "Other"}, {"subitem_subject": "対称性", "subitem_subject_scheme": "Other"}, {"subitem_subject": "ANN", "subitem_subject_scheme": "Other"}, {"subitem_subject": "SVM", "subitem_subject_scheme": "Other"}, {"subitem_subject": "moiré image", "subitem_subject_scheme": "Other"}, {"subitem_subject": "symmetry", "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": "journal article", "resourceuri": "http://purl.org/coar/resource_type/c_6501"}]}, "item_title": "左右非対称の特徴を用いたモアレ画像からの脊柱側彎症自動識別", "item_titles": {"attribute_name": "タイトル", "attribute_value_mlt": [{"subitem_title": "左右非対称の特徴を用いたモアレ画像からの脊柱側彎症自動識別", "subitem_title_language": "ja"}, {"subitem_title": "Automatic Classification of Spinal Deformity from the Moiré Topographic Images Based on Asymmetric Features on Right and Left of Human Back", "subitem_title_language": "en"}]}, "item_type_id": "21", "owner": "14", "path": ["24"], "permalink_uri": "http://hdl.handle.net/10228/2340", "pubdate": {"attribute_name": "PubDate", "attribute_value": "2009-04-07"}, "publish_date": "2009-04-07", "publish_status": "0", "recid": "1514", "relation": {}, "relation_version_is_last": true, "title": ["左右非対称の特徴を用いたモアレ画像からの脊柱側彎症自動識別"], "weko_shared_id": -1}
左右非対称の特徴を用いたモアレ画像からの脊柱側彎症自動識別
http://hdl.handle.net/10228/2340
http://hdl.handle.net/10228/2340b5dee986-3126-4bb3-802c-4a2571356ace
名前 / ファイル | ライセンス | アクション |
---|---|---|
10.11371_iieej.37.57.pdf (4.8 MB)
|
|
Item type | 学術雑誌論文 = Journal Article(1) | |||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
公開日 | 2009-04-07 | |||||||||||||||||
資源タイプ | ||||||||||||||||||
資源タイプ識別子 | http://purl.org/coar/resource_type/c_6501 | |||||||||||||||||
資源タイプ | journal article | |||||||||||||||||
タイトル | ||||||||||||||||||
言語 | ja | |||||||||||||||||
タイトル | 左右非対称の特徴を用いたモアレ画像からの脊柱側彎症自動識別 | |||||||||||||||||
タイトル | ||||||||||||||||||
言語 | en | |||||||||||||||||
タイトル | Automatic Classification of Spinal Deformity from the Moiré Topographic Images Based on Asymmetric Features on Right and Left of Human Back | |||||||||||||||||
言語 | ||||||||||||||||||
言語 | jpn | |||||||||||||||||
著者 |
金, 亨燮
× 金, 亨燮
WEKO
402
× タン, ジュークイ
WEKO
399
× 石川, 聖二× 大塚, 嘉則× 清水, 尚× 四宮, 孝史 |
|||||||||||||||||
抄録 | ||||||||||||||||||
内容記述タイプ | Abstract | |||||||||||||||||
内容記述 | 本稿では,モアレ像からの脊柱側腎症自動識別法について述べる.脊柱側腎症は脊柱が左右に管曲する病気で,主に,小中学生を中心として発生する.人背面モアレ像は正常例であればほぼ左右対称を示しているが,異常例ではモアレ縞のひずみによる左右非対称が現れる.そこで,脊柱側撃症のもつ非対称の特徴を利用して,モアレ画像から対称性解析を行うことにより,脊柱側管症の自動識別を行う.提案法では,図形の近似的対称性解析法により対称基準を求め,対称基準を境とする左右領域内の重心位置のずれと濃度差の分布の違いを基に,階層型ニューラルネットワーク(ANN)やサポートベクタマシン(SVM)による自動識別を行う.提案法を用いて1,200例の実モアレ画像を三つのデータ群に分け,Leave-one methodによる分類実験を行った結果,ANNでは90.3%,SVMでは85.3%の平均識別率を得た. | |||||||||||||||||
言語 | ja | |||||||||||||||||
抄録 | ||||||||||||||||||
内容記述タイプ | Abstract | |||||||||||||||||
内容記述 | In this paper, we propose a new method for automatic classification of spinal deformity from moiré topographic images by using four asymmetric features on right- and left-hand side of human back. Spinal deformity is one of serious disease and it is mainly suffer by teenagers during their growth stage particularly fifth year in the elementary school to second year in the middle school. In the mass school screening, a moiré method has been proposed which takes moiré topographic images of human subject backs and checks its symmetry/asymmetry of the moiré patterns in a two-dimensional way. We perform the proposed method to 1200 real moiré images in the classification employing Artificial Neural Networks based on back propagation and Support Vector Machines. As a result, on the total average, classification rate of 90.3%, and 85.3% were achieved in the ANN, SVM, respectively. | |||||||||||||||||
言語 | en | |||||||||||||||||
書誌情報 |
ja : 画像電子学会誌 en : Journal of the Institute of Image Electronics Engineers of Japan 巻 37, 号 1, p. 57-62, 発行日 2008-01-01 |
|||||||||||||||||
出版社 | ||||||||||||||||||
言語 | ja | |||||||||||||||||
出版者 | 画像電子学会 | |||||||||||||||||
DOI | ||||||||||||||||||
関連タイプ | isIdenticalTo | |||||||||||||||||
識別子タイプ | DOI | |||||||||||||||||
関連識別子 | https://doi.org/10.11371/iieej.37.57 | |||||||||||||||||
NCID | ||||||||||||||||||
収録物識別子タイプ | NCID | |||||||||||||||||
収録物識別子 | AN00041650 | |||||||||||||||||
ISSN | ||||||||||||||||||
収録物識別子タイプ | EISSN | |||||||||||||||||
収録物識別子 | 1348-0316 | |||||||||||||||||
ISSN | ||||||||||||||||||
収録物識別子タイプ | PISSN | |||||||||||||||||
収録物識別子 | 0285-9831 | |||||||||||||||||
著作権関連情報 | ||||||||||||||||||
権利情報 | Copyright (c) 2008 一般社団法人 画像電子学会. 本文データは画像電子学会誌37巻1号から転載したものである | |||||||||||||||||
キーワード | ||||||||||||||||||
主題Scheme | Other | |||||||||||||||||
主題 | モアレ画像 | |||||||||||||||||
キーワード | ||||||||||||||||||
主題Scheme | Other | |||||||||||||||||
主題 | 対称性 | |||||||||||||||||
キーワード | ||||||||||||||||||
主題Scheme | Other | |||||||||||||||||
主題 | ANN | |||||||||||||||||
キーワード | ||||||||||||||||||
主題Scheme | Other | |||||||||||||||||
主題 | SVM | |||||||||||||||||
キーワード | ||||||||||||||||||
主題Scheme | Other | |||||||||||||||||
主題 | moiré image | |||||||||||||||||
キーワード | ||||||||||||||||||
主題Scheme | Other | |||||||||||||||||
主題 | symmetry | |||||||||||||||||
出版タイプ | ||||||||||||||||||
出版タイプ | VoR | |||||||||||||||||
出版タイプResource | http://purl.org/coar/version/c_970fb48d4fbd8a85 | |||||||||||||||||
査読の有無 | ||||||||||||||||||
値 | yes | |||||||||||||||||
業績ID | ||||||||||||||||||
CFFECA93D04AE3FD492575910029A76E |