Estimating Anisotropic Surface Reflectance from Sparse Satellite Imagery using Neural Radiance Fields and the RPV BRDF Model

BRDF-NeRF can successfully estimate the Rahman-Pinty-Verstraete (RPV) BRDF model parameters from as few as three or four satellite images, enabling high-quality novel view synthesis and digital surface model generation.