{"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00080271","sets":["1164:2036:6668:6669"]},"path":["6669"],"owner":"11","recid":"80271","title":["階層型画像特徴の学習機能を有する画像認識システム"],"pubdate":{"attribute_name":"公開日","attribute_value":"2012-01-18"},"_buckets":{"deposit":"2ec8b038-0028-47f8-bad8-ccbf3115d798"},"_deposit":{"id":"80271","pid":{"type":"depid","value":"80271","revision_id":0},"owners":[11],"status":"published","created_by":11},"item_title":"階層型画像特徴の学習機能を有する画像認識システム","author_link":["0","0"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"階層型画像特徴の学習機能を有する画像認識システム"},{"subitem_title":"An Image Recognition System with Hierarchical Feature Learning Function","subitem_title_language":"en"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"FPGA応用","subitem_subject_scheme":"Other"}]},"item_type_id":"4","publish_date":"2012-01-18","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"東京農工大学工学府"},{"subitem_text_value":"東京農工大学工学府"},{"subitem_text_value":"東京農工大学工学府"},{"subitem_text_value":"東京農工大学工学府"}]},"item_4_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"The Graduate School of Engineering, Tokyo University of Agriculture and Technology","subitem_text_language":"en"},{"subitem_text_value":"The Graduate School of Engineering, Tokyo University of Agriculture and Technology","subitem_text_language":"en"},{"subitem_text_value":"The Graduate School of Engineering, Tokyo University of Agriculture and Technology","subitem_text_language":"en"},{"subitem_text_value":"The Graduate School of Engineering, Tokyo University of Agriculture and Technology","subitem_text_language":"en"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_publisher":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"情報処理学会","subitem_publisher_language":"ja"}]},"publish_status":"0","weko_shared_id":-1,"item_file_price":{"attribute_name":"Billing file","attribute_type":"file","attribute_value_mlt":[{"url":{"url":"https://ipsj.ixsq.nii.ac.jp/record/80271/files/IPSJ-SLDM12154005.pdf"},"date":[{"dateType":"Available","dateValue":"2100-01-01"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-SLDM12154005.pdf","filesize":[{"value":"1.3 MB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"0","billingrole":"10"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"2ed3c2e4-f588-4fc4-8e91-f4db358a0c90","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2011 by the Institute of Electronics, Information and Communication Engineers\nThis SIG report is only available to those in membership of the SIG."}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"有泉, 政博"},{"creatorName":"小笠原, 麦"},{"creatorName":"田向, 権"},{"creatorName":"関根, 優年"}],"nameIdentifiers":[{}]}]},"item_4_creator_6":{"attribute_name":"著者名(英)","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Masahiro, Ariizumi","creatorNameLang":"en"},{"creatorName":"Baku, Ogasawara","creatorNameLang":"en"},{"creatorName":"Hakaru, Tamukoh","creatorNameLang":"en"},{"creatorName":"Masatoshi, Sekine","creatorNameLang":"en"}],"nameIdentifiers":[{}]}]},"item_4_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AA11451459","subitem_source_identifier_type":"NCID"}]},"item_4_textarea_12":{"attribute_name":"Notice","attribute_value_mlt":[{"subitem_textarea_value":"SIG Technical Reports are nonrefereed and hence may later appear in any journals, conferences, symposia, etc."}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourceuri":"http://purl.org/coar/resource_type/c_18gh","resourcetype":"technical report"}]},"item_4_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"本稿では，多重解像度解析と自己組織化マップ （SOM） を組み合わせた多重解像度木構造型 SOM を用いた，画像特徴を階層的に学習する機構を有する画像認識システムを提案する．特徴領域探索機構の演算単位を複数個用意して共有する構成の SOM ハードウェアを提案する．提案ハードウェアの処理時間と，ソフトウェアの処理時間を比較することでその有効性を示す．また，提案ハードウェアの回路規模から特徴学習・画像認識機構をシステム LSI で実装することの有効性を示す．","subitem_description_type":"Other"}]},"item_4_description_8":{"attribute_name":"論文抄録(英)","attribute_value_mlt":[{"subitem_description":"In this paper we describe an image recognition system having a hierarchical feature learning function. The feature learning function is combined Self-Organizing Map(SOM) with multi-resolution analysis. We also describe a hardware implementation of feature learning and image recognition. The hardware is a SOM hardware sharing PE of feature region searching. In order to demonstrate the proposed hardware’s effectiveness, we compare the processing time of the hardware and a software implementation. In addition, we show the effectiveness of implementing feature learning and image recognition mechanism in system LSI from the logic circuit scale of the proposed hardware.","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"6","bibliographic_titles":[{"bibliographic_title":"研究報告システムLSI設計技術（SLDM）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2012-01-18","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"5","bibliographicVolumeNumber":"2012-SLDM-154"}]},"relation_version_is_last":true,"weko_creator_id":"11"},"id":80271,"updated":"2025-01-21T19:52:16.509667+00:00","links":{},"created":"2025-01-18T23:34:46.905558+00:00"}