Search results with tag "Deep hierarchical 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, Deep, Hierarchical, Deep learning, Pointnet, Deep hierarchical feature learning

PointNet++: Deep Hierarchical Feature Learning on Point …

proceedings.neurips.cc

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 regions along the hierarchy.

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

Search results with tag "Deep hierarchical feature learning"

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

PointNet++: Deep Hierarchical Feature Learning on Point …

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