Nikolai Hofmann

Shape, Light, and Material Decomposition from Images using Monte Carlo Rendering and Denoising

Recent advances in differentiable rendering have enabled high-quality reconstruction of 3D scenes from multi-view images. Most methods rely on simple rendering algorithms: pre-filtered direct lighting or learned representations of irradiance. We show that a more realistic shading model, incorporati…