Self-parameterization based multi-resolution mesh convolution networks

• Main Authors: Shi, Hezi, Jiang, Luo, Zheng, Jianmin, Zeng, Jun
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/169922
• Institution: Nanyang Technological University

This paper addresses the challenges of designing mesh convolution neural networks for 3D mesh dense prediction. While deep learning has achieved remarkable success in image dense prediction tasks, directly applying or extending these methods to irregular graph data, such as 3D surface meshes, is non...