MeshCNN: a network with an edge

MeshCNN: a network with an edge

@article{hanocka2019meshcnn,
  title={Meshcnn: a network with an edge},
  author={Hanocka, Rana and Hertz, Amir and Fish, Noa and Giryes, Raja and
          Fleishman, Shachar and Cohen-Or, Daniel},
  journal={ACM Transactions on Graphics (TOG)},
  volume={38},
  number={4},
  pages={1--12},
  year={2019},
  publisher={ACM New York, NY, USA}
}
  • Define convolutions and pooling on the edges of a triangle Mesh .
  1. Each edge has a feature

  2. Each edge meshcnn_a7fc11b84d122dbcdbbdc6515571794af63467f9.svg has 4 neighboring edges meshcnn_991688f9478bd1a486146f6fb5a2465686b68b86.svg

  3. Convolution is applied to edge features and neighbor features

  4. Pooling operations will collapse an edge

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