Octree Generating Networks

Octree Generating Networks

@inproceedings{tatarchenko2017octree,
  title={Octree generating networks: Efficient convolutional architectures for
         high-resolution 3d outputs},
  author={Tatarchenko, Maxim and Dosovitskiy, Alexey and Brox, Thomas},
  booktitle={Proceedings of the IEEE international conference on computer
             vision},
  pages={2088--2096},
  year={2017}
}
  • Enable generating octree structures (in contrast to OctNet )
  • Predict if a cell is empty, filled, or mixed
  • Convolutions upsample from coarse to fine
Calendar October 22, 2023