SOTAVerified

3D Part Segmentation

Segmenting 3D object parts

( Image credit: MeshCNN: A Network with an Edge )

Papers

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Showing 76–99 of 99 papers

TitleStatusHype
Relation-Shape Convolutional Neural Network for Point Cloud AnalysisCode0
ConvPoint: Continuous Convolutions for Point Cloud ProcessingCode0
PartNet: A Recursive Part Decomposition Network for Fine-grained and Hierarchical Shape Segmentation—0
Octree guided CNN with Spherical Kernels for 3D Point Clouds—0
3D Point Capsule NetworksCode0
PointCNN: Convolution On X-Transformed PointsCode0
Multiview Based 3D Scene Understanding On Partial Point Sets—0
PointConv: Deep Convolutional Networks on 3D Point CloudsCode0
Point2Sequence: Learning the Shape Representation of 3D Point Clouds with an Attention-based Sequence to Sequence Network—0
MeshCNN: A Network with an EdgeCode0
PointGrid: A Deep Network for 3D Shape UnderstandingCode0
SpiderCNN: Deep Learning on Point Sets with Parameterized Convolutional FiltersCode0
Point Convolutional Neural Networks by Extension OperatorsCode0
SO-Net: Self-Organizing Network for Point Cloud AnalysisCode0
SPLATNet: Sparse Lattice Networks for Point Cloud ProcessingCode0
Dynamic Graph CNN for Learning on Point CloudsCode1
PointCNN: Convolution On X-Transformed PointsCode3
SGPN: Similarity Group Proposal Network for 3D Point Cloud Instance SegmentationCode0
3D Point Cloud Classification and Segmentation using 3D Modified Fisher Vector Representation for Convolutional Neural NetworksCode0
Large-Scale 3D Shape Reconstruction and Segmentation from ShapeNet Core55Code0
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric SpaceCode1
Submanifold Sparse Convolutional NetworksCode0
Escape from Cells: Deep Kd-Networks for the Recognition of 3D Point Cloud ModelsCode0
SyncSpecCNN: Synchronized Spectral CNN for 3D Shape Segmentation—0
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