Inverse Path Tracing for Joint Material and Lighting Estimation

differentiable MC renderer, inverse path tracing

• geometry is most given, material and lighting are missing
• path tracing is computationally expensive and non-convex and ill-posed
  • variance reduction and other regularization
  • L1 norm good: robust to outliers
• each object has a single emission and meterial parameters