{"created":"2025-01-19T00:36:42.348027+00:00","updated":"2025-01-20T10:38:13.573662+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00164945","sets":["6504:8291:8762"]},"path":["8762"],"owner":"6748","recid":"164945","title":["機械学習を利用した人間動作検出センサのための行動検出"],"pubdate":{"attribute_name":"公開日","attribute_value":"2015-03-17"},"_buckets":{"deposit":"81cf226a-49b7-459a-833e-9393f8a24ad6"},"_deposit":{"id":"164945","pid":{"type":"depid","value":"164945","revision_id":0},"owners":[6748],"status":"published","created_by":6748},"item_title":"機械学習を利用した人間動作検出センサのための行動検出","author_link":["325730","325731"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"機械学習を利用した人間動作検出センサのための行動検出"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"インタフェース","subitem_subject_scheme":"Other"}]},"item_type_id":"22","publish_date":"2015-03-17","item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_22_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"秋田高専"},{"subitem_text_value":"秋田高専"}]},"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/164945/files/IPSJ-Z77-4ZA-08.pdf","label":"IPSJ-Z77-4ZA-08.pdf"},"date":[{"dateType":"Available","dateValue":"2016-06-20"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-Z77-4ZA-08.pdf","filesize":[{"value":"319.4 kB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"0","billingrole":"6"},{"tax":["include_tax"],"price":"0","billingrole":"8"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"ed9c9a7b-d957-4a80-9466-7aef87e0a0c8","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2015 by the Information Processing Society of Japan"}]},"item_22_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"宮城, 諒"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"平石, 広典"}],"nameIdentifiers":[{}]}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourceuri":"http://purl.org/coar/resource_type/c_5794","resourcetype":"conference paper"}]},"item_22_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AN00349328","subitem_source_identifier_type":"NCID"}]},"item_22_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"本研究では，人間の動作を検出可能なKINECTセンサにおいて，機械学習の手法を利用することで，様々な行動を認識可能にするシステムを設計した．認識させたい行動の詳細を明示的にプログラムしなくても，利用者はセンサの前でその行動を行うことで，自動的に認識させることができる．　本システムでは，いくつかの学習手法を選択することが可能で，認識させたい行動に適した手法を選択することができる．例えば，ジェスチャーなどの認識に有効な決定木や，歩行動作などの時系列的なモーションの認識に有効なサポートベクターマシンなどを選択することができる．本研究では，ロボット制御のためのジェスチャー認識や，仮想環境における歩行動作の認識に応用した．","subitem_description_type":"Other"}]},"item_22_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"314","bibliographic_titles":[{"bibliographic_title":"第77回全国大会講演論文集"}],"bibliographicPageStart":"313","bibliographicIssueDates":{"bibliographicIssueDate":"2015-03-17","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicVolumeNumber":"2015"}]},"relation_version_is_last":true,"weko_creator_id":"6748"},"id":164945,"links":{}}