{"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00090523","sets":["934:1160:7097"]},"path":["7097"],"owner":"11","recid":"90523","title":["An FPGA Implementation of a HOG-based Object Detection Processor"],"pubdate":{"attribute_name":"公開日","attribute_value":"2013-02-15"},"_buckets":{"deposit":"4b4b8592-ae5e-4165-aab8-c2e8c5ad5c79"},"_deposit":{"id":"90523","pid":{"type":"depid","value":"90523","revision_id":0},"owners":[11],"status":"published","created_by":11},"item_title":"An FPGA Implementation of a HOG-based Object Detection Processor","author_link":["0","0"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"An FPGA Implementation of a HOG-based Object Detection Processor"},{"subitem_title":"An FPGA Implementation of a HOG-based Object Detection Processor","subitem_title_language":"en"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"[Architectural Design] image recognition, histograms of oriented gradients, support vector machine, hardware implementation","subitem_subject_scheme":"Other"}]},"item_type_id":"3","publish_date":"2013-02-15","item_3_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"Graduate School of Engineering, Kobe University"},{"subitem_text_value":"Graduate School of Engineering, Kobe University"},{"subitem_text_value":"Graduate School of Engineering, Kobe University"},{"subitem_text_value":"Graduate School of Engineering, Kobe University"},{"subitem_text_value":"Graduate School of Engineering, Kobe University"},{"subitem_text_value":"Graduate School of Engineering, Kobe University"}]},"item_3_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"Graduate School of Engineering, Kobe University","subitem_text_language":"en"},{"subitem_text_value":"Graduate School of Engineering, Kobe University","subitem_text_language":"en"},{"subitem_text_value":"Graduate School of Engineering, Kobe University","subitem_text_language":"en"},{"subitem_text_value":"Graduate School of Engineering, Kobe University","subitem_text_language":"en"},{"subitem_text_value":"Graduate School of Engineering, Kobe University","subitem_text_language":"en"},{"subitem_text_value":"Graduate School of Engineering, Kobe University","subitem_text_language":"en"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"eng"}]},"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/90523/files/IPSJ-TSLDM0600006.pdf"},"date":[{"dateType":"Available","dateValue":"2015-02-15"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-TSLDM0600006.pdf","filesize":[{"value":"3.5 MB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"0","billingrole":"5"},{"tax":["include_tax"],"price":"0","billingrole":"6"},{"tax":["include_tax"],"price":"0","billingrole":"10"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"9c1ad157-c889-4ebd-8451-80090111c6cc","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2013 by the Information Processing Society of Japan"}]},"item_3_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Kosuke, Mizuno"},{"creatorName":"Yosuke, Terachi"},{"creatorName":"Kenta, Takagi"},{"creatorName":"Shintaro, Izumi"},{"creatorName":"Hiroshi, Kawaguchi"},{"creatorName":"Masahiko, Yoshimoto"}],"nameIdentifiers":[{}]}]},"item_3_creator_6":{"attribute_name":"著者名(英)","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Kosuke, Mizuno","creatorNameLang":"en"},{"creatorName":"Yosuke, Terachi","creatorNameLang":"en"},{"creatorName":"Kenta, Takagi","creatorNameLang":"en"},{"creatorName":"Shintaro, Izumi","creatorNameLang":"en"},{"creatorName":"Hiroshi, Kawaguchi","creatorNameLang":"en"},{"creatorName":"Masahiko, Yoshimoto","creatorNameLang":"en"}],"nameIdentifiers":[{}]}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourceuri":"http://purl.org/coar/resource_type/c_6501","resourcetype":"journal article"}]},"item_3_source_id_11":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"1882-6687","subitem_source_identifier_type":"ISSN"}]},"item_3_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"This paper describes a Histogram of Oriented Gradients (HOG)-based object detection processor. It features a simplified HOG algorithm with cell-based scanning and simultaneous Support Vector Machine (SVM) calculation, cell-based pipeline architecture, and parallelized modules. To evaluate the effectiveness of our approach, the proposed architecture is implemented onto a FPGA prototyping board. Results show that the proposed architecture can generate HOG features and detect objects with 40MHz for SVGA resolution video (800 × 600pixels) at 72 frames per second (fps).","subitem_description_type":"Other"}]},"item_3_description_8":{"attribute_name":"論文抄録(英)","attribute_value_mlt":[{"subitem_description":"This paper describes a Histogram of Oriented Gradients (HOG)-based object detection processor. It features a simplified HOG algorithm with cell-based scanning and simultaneous Support Vector Machine (SVM) calculation, cell-based pipeline architecture, and parallelized modules. To evaluate the effectiveness of our approach, the proposed architecture is implemented onto a FPGA prototyping board. Results show that the proposed architecture can generate HOG features and detect objects with 40MHz for SVGA resolution video (800 × 600pixels) at 72 frames per second (fps).","subitem_description_type":"Other"}]},"item_3_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"51","bibliographic_titles":[{"bibliographic_title":"IPSJ Transactions on System LSI Design Methodology（TSLDM）"}],"bibliographicPageStart":"42","bibliographicIssueDates":{"bibliographicIssueDate":"2013-02-15","bibliographicIssueDateType":"Issued"},"bibliographicVolumeNumber":"6"}]},"relation_version_is_last":true,"weko_creator_id":"11"},"id":90523,"updated":"2025-01-21T15:57:27.715015+00:00","links":{},"created":"2025-01-18T23:40:05.297888+00:00"}