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rabbityl committed Nov 24, 2021
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## Lepard
## Lepard: **Le**arning **Pa**rtial point cloud matching in **R**igid and **D**eformable scenes

**Le**arning **Pa**rtial point cloud matching in **R**igid and **D**eformable scenes



<img src="fig/demo.gif" alt="drawing" width="400"/>

<img src="fig/demo.gif" alt="drawing" width="450"/>


#### Method overview
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#### 4DMatch Benchmark
4DMatch is a benchmark for matching and registration of partial point clouds with time-varying geometry.
It is constructed using randomly selected 1761 sequences from [DeformingThings4D](https://github.com/rabbityl/DeformingThings4D).
Below shows examples with different overlap ratios.
Below shows point cloud pairs with different overlap ratios.

<img src="fig/4dmatch_eg.jpg" alt="drawing" width="400"/>

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