Search results with tag "Hierarchical feature learning"

PointNet++: Deep Hierarchical Feature Learning on Point ...

proceedings.neurips.cc

We will introduce a hierarchical feature learning framework in the next section to resolve the limitation. 3.2 Hierarchical Point Set Feature Learning While PointNet uses a single max pooling operation to aggregate the whole point set, our new architecture builds a hierarchical grouping of points and progressively abstract larger and larger local

Feature, Learning, Deep, Hierarchical, Pointnet, Deep hierarchical feature learning, Hierarchical feature learning, Feature learning

PointNet++: Deep Hierarchical Feature Learning on Point ...

arxiv.org

PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space Charles R. Qi Li Yi Hao Su Leonidas J. Guibas Stanford University Abstract Few prior works study deep learning on point sets. PointNet [20] is a pioneer in this direction. However, by design PointNet does not capture local structures induced by

Feature, Learning, Hierarchical, Pointnet, Hierarchical feature learning

Search results with tag "Hierarchical feature learning"

PointNet++: Deep Hierarchical Feature Learning on Point ...

PointNet++: Deep Hierarchical Feature Learning on Point ...

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