Implicit neural visual representation compression of 3D scenes
Gun Bang, Jihoon Do, Jun Won Kang, Seong-Jun Bea, Hahyun Lee, Jinho Lee, Soowoong Kim · 2023
This paper provides insight into the 3D scene compression represented by a neural implicit function. The goal of this paper is to introduce the aspects of implicit neural representation for 3D scenes such as NeRF (Neural Radiance Field) and propose a novel compression method for Neural Implicit representation for 3D scenes. We also provide the analysis of compression performance of 3D scene representation by using Neural implicit function.