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sanketgujar/Edge_table.txt

Created September 3, 2018 17:28
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Edge_table.txt
+---------------------------+-------------------------------------------------------------------------------+
| H function | Properties |
+---------------------------+-------------------------------------------------------------------------------+
| H(Xi,Xj) = ΘjXj | Classical Euclidean convolution |
| Θ = (Θi,....,Θk) | |
|---------------------------|-------------------------------------------------------------------------------|
| H(Xi,Xj) = H(Xi) | Encoding global information of the local neighboring structure. (Pointnet) |
|---------------------------|-------------------------------------------------------------------------------|
| H(Xi,Xj) = H(Xj - Xi) | Encodes the local information, considering the shape as collection of small |
| | patches and losing the global information. |
|---------------------------|-------------------------------------------------------------------------------|
| H(Xi,Xj) = H(Xi, Xj - Xi) | Asymmetric edge function which combines the global shape structure(Xi) and |
| | local shape features(Xj-Xi) |
+---------------------------+-------------------------------------------------------------------------------+
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