ABLE-NeRF: attention-based rendering with learnable embeddings for neural radiance field

• Main Authors: Tang, Zhe Jun, Cham, Tat-Jen, Zhao, Haiyu
• Other Authors: School of Computer Science and Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2023
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision; Visualization; Three-Dimensional Displays
• Online Access: https://hdl.handle.net/10356/172666
• Institution: Nanyang Technological University

Neural Radiance Field (NeRF) is a popular method in representing 3D scenes by optimising a continuous volumetric scene function. Its large success which lies in applying volumetric rendering (VR) is also its Achilles' heel in producing view-dependent effects. As a consequence, glossy and transp...