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 .
-
Each edge has a feature
-
Each edge
has 4 neighboring edges
-
Convolution is applied to edge features and neighbor features
-
Pooling operations will collapse an edge