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08/04/2023
MSECNet: Accurate and Robust Normal Estimation for 3D Point Clouds by Multi-Scale Edge Conditioning
Estimating surface normals from 3D point clouds is critical for various ...
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06/21/2023
Towards Mobility Data Science (Vision Paper)
Mobility data captures the locations of moving objects such as humans, a...
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09/20/2022
Interpretable Edge Enhancement and Suppression Learning for 3D Point Cloud Segmentation
3D point clouds can flexibly represent continuous surfaces and can be us...
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07/04/2022
Enhancing Local Geometry Learning for 3D Point Cloud via Decoupling Convolution
Modeling the local surface geometry is challenging in 3D point cloud und...
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07/04/2022
Enhancing Local Feature Learning Using Diffusion for 3D Point Cloud Understanding
Learning point clouds is challenging due to the lack of connectivity inf...
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03/01/2022
Enhancing Local Feature Learning for 3D Point Cloud Processing using Unary-Pairwise Attention
We present a simple but effective attention named the unary-pairwise att...
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04/07/2020