Real-time volume rendering with octree-based implicit surface representation

• Main Authors: Li, Jiaze, Zhang, Luo, Hu, Jiangbei, Zhang, Zhebin, Sun, Hongyu, Song, Gaochao, He, Ying
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2024
• Subjects: Computer and Information Science; Neural rendering; Implicit surfaces
• Online Access: https://hdl.handle.net/10356/179280
• Institution: Nanyang Technological University

Recent breakthroughs in neural radiance fields have significantly advanced the field of novel view synthesis and 3D reconstruction from multi-view images. However, the prevalent neural volume rendering techniques often suffer from long rendering time and require extensive network training. To addres...