CNN-based real-time dense face reconstruction with inverse-rendered photo-realistic face images

• Main Authors: Guo, Yudong, Zhang, Juyong, Cai, Jianfei, Jiang, Boyi, Zheng, Jianmin
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2020
• Subjects: Engineering::Computer science and engineering; 3D Face Reconstruction; Face Tracking
• Online Access: https://hdl.handle.net/10356/141937
• Institution: Nanyang Technological University

With the powerfulness of convolution neural networks (CNN), CNN based face reconstruction has recently shown promising performance in reconstructing detailed face shape from 2D face images. The success of CNN-based methods relies on a large number of labeled data. The state-of-the-art synthesizes su...