SOTAVerified

3D Part Segmentation

Segmenting 3D object parts

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

Papers

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Showing 51–99 of 99 papers

TitleStatusHype
PVT: Point-Voxel Transformer for Point Cloud LearningCode1
Point Discriminative Learning for Data-efficient 3D Point Cloud Analysis—0
MKConv: Multidimensional Feature Representation for Point Cloud Analysis—0
Self-Attention Between Datapoints: Going Beyond Individual Input-Output Pairs in Deep LearningCode1
Walk in the Cloud: Learning Curves for Point Clouds Shape AnalysisCode1
Exploiting Local Geometry for Feature and Graph Construction for Better 3D Point Cloud Processing with Graph Neural Networks—0
PIG-Net: Inception based Deep Learning Architecture for 3D Point Cloud Segmentation—0
Learning Geometry-Disentangled Representation for Complementary Understanding of 3D Object Point CloudCode1
PCT: Point cloud transformerCode1
FG-Net: Fast Large-Scale LiDAR Point Clouds Understanding Network Leveraging Correlated Feature Mining and Geometric-Aware ModellingCode1
Point TransformerCode1
ODFNet: Using orientation distribution functions to characterize 3D point cloudsCode0
Point TransformerCode1
Convolution in the Cloud: Learning Deformable Kernels in 3D Graph Convolution Networks for Point Cloud AnalysisCode1
Dense-Resolution Network for Point Cloud Classification and SegmentationCode1
Point-PlaneNet: Plane kernel based convolutional neural network for point clouds analysisCode0
Self-supervised Feature Learning by Cross-modality and Cross-view Correspondences—0
Learning to Segment 3D Point Clouds in 2D Image SpaceCode1
LE-HGR: A Lightweight and Efficient RGB-based Online Gesture Recognition Network for Embedded AR Devices—0
Spherical Kernel for Efficient Graph Convolution on 3D Point CloudsCode0
DensePoint: Learning Densely Contextual Representation for Efficient Point Cloud ProcessingCode0
Interpolated Convolutional Networks for 3D Point Cloud Understanding—0
Spherical Fractal Convolutional Neural Networks for Point Cloud Recognition—0
Structural Relational Reasoning of Point Clouds—0
KPConv: Flexible and Deformable Convolution for Point CloudsCode1
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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