2017
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space
NeurIPS 2017poster
Few prior works study deep learning on point sets. PointNet is a pioneer in this direction. However, by design PointNet does not capture local structures induced by the metric space points live in, limiting its ability to recognize fine-grained patterns and generalizability to complex scenes. In thi…