Robust Neural Radiance Fields for Trustworthy 3D Generation. This project aims to pioneer an innovative 3D generation scheme driven by Neural Radiance Fields (NeRF), enhancing reliability and accuracy

Description

Robust Neural Radiance Fields for Trustworthy 3D Generation. This project aims to pioneer an innovative 3D generation scheme driven by Neural Radiance Fields (NeRF), enhancing reliability and accuracy. The research endeavors to explore a robust NeRF representation for comprehensive and effective 3D object and scene representation, addressing major challenges in 3D generation and taking a significant step towards next-generation 3D GenAI. Anticipated outcomes encompass the development of novel algorithms for robust NeRFs, resulting in a trustworthy 3D model and scene generation AI framework. These advancements are positioned to deliver significant benefits to science, society, and the global economy by facilitating efficient digitalization, immersive visualization, and virtual simulation capabilities.. Scheme: Discovery Early Career Researcher Award. Field: 4607 - Graphics, Augmented Reality and Games. Lead: Dr Huan Fu