GRF LEARNING A GENERAL RADIANCE FIELD FOR 3D SCENE REPRESENTATION AND RENDERING

less than 1 minute read

Published:

NeRF: shape and appearance only optimized by RGB values, lack grneral geometric patterns

  • extracting 2D features for every light from input 2D images
  • repeoject to 3D point
  • selecting and aggregating features, implicitly considering visual occlusions
  • rendering
  • well, that is not a fair comparation: CNN improves performance by a large margin
    • more params!
    • but, adapt to novel scene fast!