ShellNet uses concentric shell statistics to create a permutation-invariant point cloud convolution that matches or beats prior networks on classification and segmentation benchmarks.
3dmfv: Three-dimensional point cloud classification in real-time using convolutional neural networks
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2019 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
ShellNet: Efficient Point Cloud Convolutional Neural Networks using Concentric Shells Statistics
ShellNet uses concentric shell statistics to create a permutation-invariant point cloud convolution that matches or beats prior networks on classification and segmentation benchmarks.