Art

J-GLOBAL ID：202202234467022182   Reference number：22A0934900

ディープラーニングによる顔のスケッチ画像からの3Dモデル生成

Author (5)： KAWANAKA YUTA (富山大) ,  SATO SHUHEI (富山大) ,  SAKURAI KAISEI (ドワンゴ) ,  KO SHOSAKU (富山大) ,  TO SEI (富山大)
Material： 情報処理学会研究報告(Web)  (IPSJ Technical Report (Web))
Volume： 2022  Issue： CG-185  Page： Vol.2022-CG-185,No.12,1-5 (WEB ONLY)  Publication year： Mar. 04, 2022 
JST Material Number： U0451A  Document type： Proceedings
Article type： 原著論文  Country of issue： Japan (JPN)  Language： JAPANESE (JA)

Thesaurus term： Machine Learning ,  picture ,  3D model ,  supervised learning ,  image ,  curvature ,  triangulation (mathematics) ,  *face image ,  *Computer Graphics ,  deep learning
Semi thesaurus term： sketch ,  line drawing

JST classification (1)： Graphic and image processing in general  (JE04010I)

Reference (6)：

• Xiaoguang Han, Chang Gao, Yizhou Yu.: DeepSketch2Face: A Deep Learning Based Sketching System for 3D Face and Caricature Modeling, ACM Trans. Graph., vol. 36, no. 4, pp. 126:1-126:12, Aug. 2017.
• Li, Changjian, Pan, Hao, Liu, Yang, Sheffer, Alla, Wang, Wenping: Robust Flow-Guided Neural Prediction for Sketch-Based Freeform Surface Modeling, ACM Trans. Graph. (SIGGRAPH ASIA), vol. 37, no. 6, pp. 238:1-238:12, Nov. 2018.
• Delanoy, J., Aubry, M., Isola, P., Efros, A. A., Bousseau, A.: 3d sketching using multi-view deep volumetric prediction. Proceedings of the ACM on Computer Graphics and Interactive Techniques, vol. 1, no. 1, pp. 21:1-21:22, 2018.
• Saito, Shunsuke, Huang, Zeng, Natsume, Ryota, Morishima, Shigeo, Kanazawa, Angjoo, Li, Hao: PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization, The IEEE International Conference on Computer Vision (ICCV), vol. 25, no. 3, pp. 624-630, Jul. 2019.
• Sloan, S. W.: A Fast Algorithm for Generating Constrained Delaunay Triangulations Computers and Structures, 47, 3, 441-450, 1993.

Terms in the title (4)： ディープラーニング ,  顔 ,  スケッチ ,  3Dモデル