{"id":209910,"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00209910","sets":["1164:4402:10541:10542"]},"path":["10542"],"owner":"44499","recid":"209910","title":["ロードヒーティング制御に向けたセマンティックセグメンテーションによる路面画像の積雪状況認識"],"pubdate":{"attribute_name":"公開日","attribute_value":"2021-03-02"},"_buckets":{"deposit":"e5c24d00-58a7-4d4e-bb67-f8d7350238ea"},"_deposit":{"id":"209910","pid":{"type":"depid","value":"209910","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"ロードヒーティング制御に向けたセマンティックセグメンテーションによる路面画像の積雪状況認識","author_link":["530388","530391","530389","530390"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"ロードヒーティング制御に向けたセマンティックセグメンテーションによる路面画像の積雪状況認識"},{"subitem_title":"Recognition of Snow Covering Conditinon in Road Surface Images by Semantic Segmentation for Control of Road Heating","subitem_title_language":"en"}]},"item_type_id":"4","publish_date":"2021-03-02","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"北海道大学工学部"},{"subitem_text_value":"北海道大学大学院情報科学研究院"},{"subitem_text_value":"北海道大学大学院情報科学研究院"},{"subitem_text_value":"北海道大学大学院情報科学研究院"}]},"item_4_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"School of Engineering, Hokkaido University","subitem_text_language":"en"},{"subitem_text_value":"Faculty of Information Science and Technology, Hokkaido University","subitem_text_language":"en"},{"subitem_text_value":"Faculty of Information Science and Technology, Hokkaido University","subitem_text_language":"en"},{"subitem_text_value":"Faculty of Information Science and Technology, Hokkaido University","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/209910/files/IPSJ-ICS21201001.pdf","label":"IPSJ-ICS21201001.pdf"},"date":[{"dateType":"Available","dateValue":"2023-03-02"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-ICS21201001.pdf","filesize":[{"value":"3.1 MB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"660","billingrole":"5"},{"tax":["include_tax"],"price":"330","billingrole":"6"},{"tax":["include_tax"],"price":"0","billingrole":"25"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"7f3ef82c-8dfc-47a3-ad3b-2fd230159e44","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2021 by the Information Processing Society of Japan"}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"今原, 智広"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"横山, 想一郎"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"山下, 倫央"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"川村, 秀憲"}],"nameIdentifiers":[{}]}]},"item_4_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AA11135936","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_source_id_11":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"2188-885X","subitem_source_identifier_type":"ISSN"}]},"item_4_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"ロードヒーティングとは路面の雪を融かす設備で，企業から一般家庭まで幅広く利用される．しかし，現在の一般的な制御方法である積雪センサーでは低温の雨と雪を判別することができないため，必要以上に融雪のための熱源を稼働することが問題となっている．本研究ではセマンティックセグメンテーションを用いて，駐車場の路面を俯瞰する画像から路面の積雪割合を認識する機構を学習し，その精度を検証する．札幌市内の駐車場を 30 メートル程の高さから俯瞰する画像を用いて実験を行った結果から，ロードヒーティングの制御において問題のない判定精度が得られることが確認され，この手法がロードヒーティングの現場に応用可能であることが認められた．","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"7","bibliographic_titles":[{"bibliographic_title":"研究報告知能システム（ICS）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2021-03-02","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicVolumeNumber":"2021-ICS-201"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"updated":"2025-01-19T18:20:55.965929+00:00","created":"2025-01-19T01:11:11.505084+00:00","links":{}}