3D Character Animation and Asset Generation Using Deep Learning

• Published in: Applied sciences Vol. 14; no. 16; p. 7234
• Main Authors: Lungu-Stan, Vlad-Constantin, Mocanu, Irina Georgiana
• Format: Journal Article
• Language: English
• Published: Basel MDPI AG 01.08.2024
• Subjects: 3D character animation; Algorithms; Analysis; animated effects; Animation; asset generation; Computational linguistics; Deep learning; diffusion models; Games; Language processing; Machine learning; Motion capture; Natural language interfaces; Neural networks; next pose prediction

Besides video content, a significant part of entertainment is represented by computer games and animations such as cartoons. Creating such entertainment is based on two fundamental steps: asset generation and character animation. The main problem stems from its repetitive nature and the needed amoun...