Art

J-GLOBAL ID：202002274929255749   Reference number：20A0698264

A Note on Data Augmentation Method of 3D Pose Estimation for Illustration of Anime Character

人物イラストからの3次元姿勢推定におけるデータ拡張手法の検討

Author (2)： ISAMI NOZOMI (北大 大学院情報科学院) ,  SAKAMOTO YUJI (北大 大学院情報科学研究院)
Material： 電子情報通信学会技術研究報告  (IEICE Technical Report (Institute of Electronics, Information and Communication Engineers))
Volume： 119  Issue： 421(ITS2019 30-56)  Page： 123-128  Publication year： Feb. 20, 2020 
JST Material Number： S0532B  ISSN： 0913-5685  Document type： Proceedings
Article type： 原著論文  Country of issue： Japan (JPN)  Language： JAPANESE (JA)

Thesaurus term： *picture ,  three dimension ,  *estimation ,  *data ,  set ,  computer graphics ,  machine learning ,  accuracy ,  rendering
Semi thesaurus term： 3D-CG ,  *illustration ,  Dataset ,  *attitude estimation ,  portrait ,  estimated accuracy

JST classification (2)： System identification  (IA02040O) ,  Other information processing  (JE15050M)

Reference (10)：

• Endri Dibra, Himanshu Jain, Cengiz Öztireli, Remo Ziegler, and Markus Gross, ′′Human Shape from Silhouettes using Generative HKS Descriptors and Cross-Modal Neural Networks,′′ in Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 5504-5514, (2017).
• Chung-Yi Weng, Brian Curless, and Ira Kemelmacher-Shlizerman, ′′Photo Wake-Up: 3D Character Animation from a Single Photo,′′ in Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 5908-5917, (2019).
• Georgios Pavlakos, Xiaowei Zhou, Konstantinos G. Derpanis, and Kostas Daniilidis, ′′Coarse-to-Fine Volumetric Prediction for Single-Image 3D Human Pose,′′ in Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 7025-7034, (2017).
• Xingyi Zhou, Qixing Huang, Xiao Sun, Xiangyang Xue, and Yichen Wei, ′′Towards 3D Human Pose Estimation in the Wild: a Weakly-supervised Approach,′′ in Proceedings of the IEEE International Conference on Computer Vision, pp. 398-407, (2017).
• Georgios Pavlakos, Xiaowei Zhou, and Kostas Daniilidis, ′′Ordinal Depth Supervision for 3D Human Pose Estimation,′′ in Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 7307-7316, (2018).

Terms in the title (6)： 人物 ,  イラスト ,  3次元 ,  姿勢推定 ,  データ拡張 ,  手法