Use computational photography to clean up incoming images

[jdrew1303]

By using computational photography we can significantly increase the quality of the incoming images. Some examples of this are:

• removing noise caused by:
  • high ISO using image averaging (hard because of motion)
  • sensor defects using dark frame subtraction
• increasing dynamic range using Debevec HDR
• increasing image resolution using upscaling neural network (TBD)
• reduce scratches and dust using inpainting (Navier-Stokes or fast marching)