LinZhuoChen / awesome-point-cloud-learningLinks
A curated list of papers & resources linked to deep learning on point clouds.
☆82Updated 6 years ago
Alternatives and similar repositories for awesome-point-cloud-learning
Users that are interested in awesome-point-cloud-learning are comparing it to the libraries listed below
Sorting:
- A pointnet++ fork, with focus on semantic segmentation of differents datasets☆78Updated 7 years ago
- Fully-Convolutional Point Networks for Large-Scale Point Clouds☆86Updated 6 years ago
- This work is based on our paper Exploring Spatial Context for 3D Semantic Segmentation of Point Clouds, which is appeared at the IEEE Int…☆103Updated 7 years ago
- ShellNet: Efficient Point Cloud Convolutional Neural Networks using Concentric Shells Statistics☆87Updated 6 years ago
- ☆107Updated 7 years ago
- Spherical Kernel for Efficient Graph Convolution on 3D Point Clouds☆174Updated 4 years ago
- A python based tool for converting point cloud into voxel grid.☆95Updated 7 years ago
- ☆192Updated 4 years ago
- DensePoint: Learning Densely Contextual Representation for Efficient Point Cloud Processing (ICCV 2019)☆120Updated 4 years ago
- Code for the paper: Exploiting Local and Global Structure for Point Cloud Semantic Segmentation with Contextual Point Representations☆51Updated 4 years ago
- Point cloud classification in Real-time using 3DmFV representation and CNNs☆109Updated 6 years ago
- ☆208Updated 2 years ago
- Code for Pointwise Convolutional Neural Networks, CVPR 2018☆132Updated 5 years ago
- This is the official implementation of RSNet.☆121Updated 5 years ago
- PointNet in PyTorch with comprehensive experiments☆52Updated 4 years ago
- PyTorch implementation of PointCNN model specified in the white paper located here: https://arxiv.org/pdf/1801.07791.pdf☆40Updated 7 years ago
- ☆66Updated 4 years ago
- 3DFeat-Net: Weakly Supervised Local 3D Features for Point Cloud Registration☆222Updated 6 years ago
- PyTorch reimplementation for "KPConv: Flexible and Deformable Convolution for Point Clouds" https://arxiv.org/abs/1904.08889☆70Updated 5 years ago
- ☆58Updated 6 years ago
- ☆140Updated 4 years ago
- [CVPR'19] JSIS3D: Joint Semantic-Instance Segmentation of 3D Point Clouds☆182Updated 5 years ago
- USIP: Unsupervised Stable Interest Point Detection from 3D Point Clouds. ICCV 2019☆217Updated 6 years ago
- This is the pytorch implementation of PointNet on semantic segmentation task.☆44Updated 7 years ago
- This project releases the code for the Paper "Going Deeper with Point Networks"☆60Updated 5 years ago
- ☆37Updated 5 years ago
- a deep learning framework for point cloud segmentation☆16Updated 6 years ago
- Grid-GCN for Fast and Scalable Point Cloud Learning☆185Updated 5 years ago
- C++ implementation for the cut pursuit algorithm, with Matlab interfaces☆83Updated 5 years ago
- CVPR 2020 papers focusing on point cloud analysis☆47Updated 4 years ago