Learning to Factorize and Relight a City

scene -> temporally-varying and permanent factors

• by encoding into higher-level latent factors
• intrinsic image equation: I = RS
• images -> illumination descriptor + sun angle -> shading images * average reflectance -> reconstruction
  • rotate geometry factor by sun angle
  • sunlight and skylight, per-pixel mixing weight