Improving Neural Radiance Field using Near-Surface Sampling with Point Cloud Generation

Hye Bin Yoo, Hyun Min Han, Sung Soo Hwang +1

Neural radiance field (NeRF) is an emerging view synthesis method that samples points in a three-dimensional (3D) space and estimates their existence and color probabilities. The d…