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Search results with tag "Point cloud transformer"

PCT: Point Cloud Transformer - Tsinghua University

PCT: Point Cloud Transformer - Tsinghua University

cg.cs.tsinghua.edu.cn

PointNet [21] pioneered point cloud learning. Subse-quently, Qi et al. proposed PointNet++ [22], which uses query ball grouping and hierarchical PointNet to capture lo-cal structures. Several subsequent works considered how to define convolution operations on point clouds. One main approach is to convert a point cloud into a regular voxel

  Cloud, Points, Hierarchical, Transformers, Pointnet, Point cloud transformer, Hierarchical pointnet

PCT: Point Cloud Transformer - arXiv

PCT: Point Cloud Transformer - arXiv

arxiv.org

Transformer, a positional encoding module is applied to represent the word order in nature language. This can distinguish the same word in different positions and reflect the positional relationships between words. ... graph convolution learning [3]. From this perspective,

  Cloud, Points, Transformers, Graph, Point cloud transformer

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