Shape and Reflectance Reconstruction in Uncontrolled Environments by Differentiable Rendering

Abstract

Simultaneous reconstruction of geometry and reflectance in uncontrolled environments from multi-view photography using hand-held cameras. Builds a virtual scene in a differentiable rendering system, optimized by alternating and stochastic photometric objectives, generating photo-realistic novel views. Superior to SOTA in novel view synthesis.