{"created":"2023-05-15T11:59:18.911610+00:00","id":5677,"links":{},"metadata":{"_buckets":{"deposit":"c1fc4fc2-e968-40b8-9069-fc150f1d8216"},"_deposit":{"created_by":3,"id":"5677","owners":[3],"pid":{"revision_id":0,"type":"depid","value":"5677"},"status":"published"},"_oai":{"id":"oai:kyutech.repo.nii.ac.jp:00005677","sets":["15:20"]},"author_link":["203","22880","15851","22883"],"item_23_biblio_info_6":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2017-12-01","bibliographicIssueDateType":"Issued"},"bibliographic_titles":[{"bibliographic_title":"2017 IEEE Symposium Series on Computational Intelligence (SSCI)"}]}]},"item_23_description_4":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"This paper presents a method for grading fruits and vegetables by means of using RGB-D (RGB and depth) images and convolutional neural network (CNN). Here, we focus on grading according to the size of objects. First, the method transforms positions of pixels in RGB image so that the center of the object in 3D space is placed at the position equidistant from the focal point by means of using the corresponding depth image. Then, with the transformed RGB images involving equidistant objects, the method uses CNN for learning to classify the objects or fruits and vegetables in the images for grading according to the size, where the CNN is structured for achieving both size sensitivity for grading and shift invariance for reducing position error involved in images. By means of numerical experiments, we show the effectiveness and the analysis of the present method.","subitem_description_type":"Abstract"}]},"item_23_description_5":{"attribute_name":"内容記述","attribute_value_mlt":[{"subitem_description":"The 2017 IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2017), November 27 to December 1, 2017, Honolulu, Hawaii, USA","subitem_description_type":"Other"}]},"item_23_description_60":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"subitem_description":"Conference Paper","subitem_description_type":"Other"}]},"item_23_full_name_3":{"attribute_name":"著者別名","attribute_value_mlt":[{"nameIdentifiers":[{"nameIdentifier":"22883","nameIdentifierScheme":"WEKO"}],"names":[{"name":"Nishi,  T."}]},{"affiliations":[{"affiliationNames":[{"affiliationName":"","lang":"ja"}],"nameIdentifiers":[]}],"familyNames":[{},{},{}],"givenNames":[{},{},{}],"nameIdentifiers":[{"nameIdentifier":"203","nameIdentifierScheme":"WEKO"},{"nameIdentifier":"40178124","nameIdentifierScheme":"e-Rad","nameIdentifierURI":"https://nrid.nii.ac.jp/ja/nrid/1000040178124"},{"nameIdentifier":"6603344371","nameIdentifierScheme":"Scopus著者ID","nameIdentifierURI":"https://www.scopus.com/authid/detail.uri?authorId=6603344371"}],"names":[{"name":"Kurogi, Shuichi","nameLang":"en"},{"name":"黒木, 秀一","nameLang":"ja"},{"name":"クロギ, シュウイチ","nameLang":"ja-Kana"}]},{"affiliations":[{"affiliationNames":[{"affiliationName":"","lang":"ja"}],"nameIdentifiers":[]}],"familyNames":[{},{},{}],"givenNames":[{},{},{}],"nameIdentifiers":[{"nameIdentifier":"15851","nameIdentifierScheme":"WEKO"},{"nameIdentifier":"50612165","nameIdentifierScheme":"e-Rad","nameIdentifierURI":"https://nrid.nii.ac.jp/ja/nrid/1000050612165"},{"nameIdentifier":"24605819100","nameIdentifierScheme":"Scopus著者ID","nameIdentifierURI":"https://www.scopus.com/authid/detail.uri?authorId=24605819100"},{"nameIdentifier":"100000803","nameIdentifierScheme":"九工大研究者情報","nameIdentifierURI":"https://hyokadb02.jimu.kyutech.ac.jp/html/100000803_ja.html"}],"names":[{"name":"Matsuo, Kazuya","nameLang":"en"},{"name":"松尾, 一矢","nameLang":"ja"},{"name":"マツオ, カズヤ","nameLang":"ja-Kana"}]}]},"item_23_link_61":{"attribute_name":"研究者情報","attribute_value_mlt":[{"subitem_link_url":"https://hyokadb02.jimu.kyutech.ac.jp/html/12_ja.html"}]},"item_23_publisher_7":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"IEEE"}]},"item_23_relation_12":{"attribute_name":"DOI","attribute_value_mlt":[{"subitem_relation_type":"isVersionOf","subitem_relation_type_id":{"subitem_relation_type_id_text":"https://doi.org/10.1109/SSCI.2017.8285278","subitem_relation_type_select":"DOI"}}]},"item_23_relation_9":{"attribute_name":"ISBN","attribute_value_mlt":[{"subitem_relation_type_id":{"subitem_relation_type_id_text":"978-1-5386-2726-6","subitem_relation_type_select":"ISBN"}},{"subitem_relation_type_id":{"subitem_relation_type_id_text":"978-1-5386-2727-3","subitem_relation_type_select":"ISBN"}}]},"item_23_rights_13":{"attribute_name":"権利","attribute_value_mlt":[{"subitem_rights":"Copyright (c) 2017 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works."}]},"item_23_select_59":{"attribute_name":"査読の有無","attribute_value_mlt":[{"subitem_select_item":"yes"}]},"item_23_text_28":{"attribute_name":"論文ID（連携）","attribute_value_mlt":[{"subitem_text_value":"10324510"}]},"item_23_text_37":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"Department of Control Engineering, Kyushu Institute of Technology, Kitakyushu, Japan"},{"subitem_text_value":"Department of Control Engineering, Kyushu Institute of Technology, Kitakyushu, Japan"},{"subitem_text_value":"Department of Control Engineering, Kyushu Institute of Technology, Kitakyushu, Japan"}]},"item_23_text_62":{"attribute_name":"連携ID","attribute_value_mlt":[{"subitem_text_value":"7182"}]},"item_23_version_type_58":{"attribute_name":"著者版フラグ","attribute_value_mlt":[{"subitem_version_resource":"http://purl.org/coar/version/c_ab4af688f83e57aa","subitem_version_type":"AM"}]},"item_creator":{"attribute_name":"著者","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Nishi,  Toshiki"}],"nameIdentifiers":[{}]},{"creatorAffiliations":[{"affiliationNameIdentifiers":[],"affiliationNames":[{"affiliationName":"","affiliationNameLang":"ja"}]}],"creatorNames":[{"creatorName":"Kurogi, Shuichi","creatorNameLang":"en"},{"creatorName":"黒木, 秀一","creatorNameLang":"ja"},{"creatorName":"クロギ, シュウイチ","creatorNameLang":"ja-Kana"}],"familyNames":[{},{},{}],"givenNames":[{},{},{}],"nameIdentifiers":[{},{},{}]},{"creatorAffiliations":[{"affiliationNameIdentifiers":[],"affiliationNames":[{"affiliationName":"","affiliationNameLang":"ja"}]}],"creatorNames":[{"creatorName":"Matsuo, Kazuya","creatorNameLang":"en"},{"creatorName":"松尾, 一矢","creatorNameLang":"ja"},{"creatorName":"マツオ, カズヤ","creatorNameLang":"ja-Kana"}],"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":"2018-08-24"}],"displaytype":"detail","filename":"ssci17rgbd.pdf","filesize":[{"value":"793.3 kB"}],"format":"application/pdf","licensetype":"license_note","mimetype":"application/pdf","url":{"label":"ssci17rgbd.pdf","url":"https://kyutech.repo.nii.ac.jp/record/5677/files/ssci17rgbd.pdf"},"version_id":"e85e353f-2fe8-465a-ab33-04fdc84dd4e9"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"grading fruits and vegetables according to size","subitem_subject_scheme":"Other"},{"subitem_subject":"RGB-D images","subitem_subject_scheme":"Other"},{"subitem_subject":"convolutional neural network","subitem_subject_scheme":"Other"},{"subitem_subject":"size sensitivity","subitem_subject_scheme":"Other"},{"subitem_subject":"shift invariance","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":"conference paper","resourceuri":"http://purl.org/coar/resource_type/c_5794"}]},"item_title":"Grading Fruits and Vegetables Using RGB-D Images and Convolutional Neural Network","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"Grading Fruits and Vegetables Using RGB-D Images and Convolutional Neural Network"}]},"item_type_id":"23","owner":"3","path":["20"],"pubdate":{"attribute_name":"公開日","attribute_value":"2018-08-24"},"publish_date":"2018-08-24","publish_status":"0","recid":"5677","relation_version_is_last":true,"title":["Grading Fruits and Vegetables Using RGB-D Images and Convolutional Neural Network"],"weko_creator_id":"3","weko_shared_id":3},"updated":"2023-10-25T07:00:53.821176+00:00"}