{"links":{},"id":224531,"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00224531","sets":["1164:3206:11201:11241"]},"path":["11241"],"owner":"44499","recid":"224531","title":["StyleGANを使用した人物動作の生成"],"pubdate":{"attribute_name":"公開日","attribute_value":"2023-02-20"},"_buckets":{"deposit":"999c6d3a-d150-4902-bb67-d37ecf8fbaea"},"_deposit":{"id":"224531","pid":{"type":"depid","value":"224531","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"StyleGANを使用した人物動作の生成","author_link":["592254","592253"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"StyleGANを使用した人物動作の生成"},{"subitem_title":"Human Motion Generation using StyleGAN","subitem_title_language":"en"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"アニメーション","subitem_subject_scheme":"Other"}]},"item_type_id":"4","publish_date":"2023-02-20","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"東洋大学"},{"subitem_text_value":"東洋大学"}]},"item_4_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"Toyo University","subitem_text_language":"en"},{"subitem_text_value":"Toyo 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/224531/files/IPSJ-CG23189016.pdf","label":"IPSJ-CG23189016.pdf"},"date":[{"dateType":"Available","dateValue":"2025-02-20"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-CG23189016.pdf","filesize":[{"value":"1.8 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":"28"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"12bc004d-fda2-442e-956e-a4f375cc180f","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2023 by the Information Processing Society of Japan"}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"山本, 和輝"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"村上, 真"}],"nameIdentifiers":[{}]}]},"item_4_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AN10100541","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":"2188-8949","subitem_source_identifier_type":"ISSN"}]},"item_4_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"3 次元コンピュータグラフィックスを使用した映画やゲームには人型のキャラクタが登場し，人のように行動することが多い．本研究の目的は，多様で自然なキャラクタの動作を生成・制御できるシステムを構築することである．本研究では，画像の生成において高い性能を示している StyleGAN を使用して動作生成モデルを構築する．具体的には，様々な動作特徴を学習によって獲得し，レベル毎に記憶することで多様な動作を生成することができるSynthesis networkと，動作特徴量の選択に関するルールを学習によって獲得し，自然な動作を生成することに寄与する Mapping network により構成された生成器を使用し，動作生成モデルを構築する．構築したモデルをモーションキャプチャシステムにより計測された人物動作データを用いて学習することで，多様で自然な動作が生成できることを確認した．","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"6","bibliographic_titles":[{"bibliographic_title":"研究報告コンピュータグラフィックスとビジュアル情報学（CG）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2023-02-20","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"16","bibliographicVolumeNumber":"2023-CG-189"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"created":"2025-01-19T01:24:06.484721+00:00","updated":"2025-01-19T13:06:39.710790+00:00"}