概化理论
计算机科学
一般化
动画
木偶戏
感知
面部表情
计算机人脸动画
动力学(音乐)
虚拟现实
人机交互
计算机动画
人工智能
心理学
计算机图形学(图像)
视觉艺术
数学
数学分析
发展心理学
艺术
教育学
神经科学
作者
Ye Pan,Ruisi Zhang,Shengran Cheng,Shuai Tan,Yu Ding,Kenny Mitchell,Xubo Yang
出处
期刊:IEEE Transactions on Visualization and Computer Graphics
[Institute of Electrical and Electronics Engineers]
日期:2023-05-01
卷期号:29 (5): 2527-2535
标识
DOI:10.1109/tvcg.2023.3247101
摘要
The paper presents emotional voice puppetry, an audio-based facial animation approach to portray characters with vivid emotional changes. The lips motion and the surrounding facial areas are controlled by the contents of the audio, and the facial dynamics are established by category of the emotion and the intensity. Our approach is exclusive because it takes account of perceptual validity and geometry instead of pure geometric processes. Another highlight of our approach is the generalizability to multiple characters. The findings showed that training new secondary characters when the rig parameters are categorized as eye, eyebrows, nose, mouth, and signature wrinkles is significant in achieving better generalization results compared to joint training. User studies demonstrate the effectiveness of our approach both qualitatively and quantitatively. Our approach can be applicable in AR/VR and 3DUI, namely, virtual reality avatars/self-avatars, teleconferencing and in-game dialogue.
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