3D Shape Reconstruction of Japanese Traditional Puppet Head from CT Images

• 資料種別: 図書
• タイトル: 3D Shape Reconstruction of Japanese Traditional Puppet Head from CT Images
• 著者・編者: Ukida, Hiroyuki; Yamazoe, Kouki; Tominaga, Masahide; Sasao, Tomoyo; Terada, Kenji
• 著者標目: Ukida, Hiroyuki; Yamazoe, Kouki; Tominaga, Masahide; Sasao, Tomoyo; Terada, Kenji
• 出版事項: Springer
• 出版年月日等: 2022-05-17
• 出版年（W3CDTF）: 2022-05-17
• タイトル（掲載誌）: Frontiers of Computer Vision
• 掲載ページ: 49-63
• ISSN（掲載誌）: ISSN : 1865-0929; ISSN : 1865-0937
• 本文の言語コード: eng
• 件名標目: X-ray CT images; Puppets; Shape reconstruction; Graph cut method; Machine learning
• 対象利用者: 一般
• 一般注記: In this paper, we discuss a 3D shape reconstruction method of Japanese traditional puppet heads for a digital archiving. Especially, to reconstruct an inner shape of head, we use CT images. First, we divide four regions (wood, hair, paint, and air) by thresholds based on manual directed regions. After that, we divide these regions by a graph cut method. And we also present a method to estimate 3D shape of parts in puppet head. This method is also based on a graph cut method. Moreover, we also discuss a method to distinguish material of puppet head by machine learning. Here we use “U-Net” to extract wood parts of puppet head from its CT images. And we show experimental results by these methods.
• 一次資料へのリンクURL: http://repo.lib.tokushima-u.ac.jp/files/public/11/118059/20230313113605108473/fcv2022_49.pdf
• オンライン閲覧公開範囲: 限定公開
• 関連情報（DOI）: 10.1007/978-3-031-06381-7_4
• 連携機関・データベース: 国立情報学研究所 : 学術機関リポジトリデータベース（IRDB）（機関リポジトリ）; https://irdb.nii.ac.jp
• 提供元機関・データベース: 徳島大学 : 徳島大学機関リポジトリ