zeliu98 / CloserLook3D
A Closer Look at Local Aggregation Operators in Point Cloud Analysis(ECCV 2020)
☆253Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for CloserLook3D
- PointWeb: Enhancing Local Neighborhood Features for Point Cloud Processing, CVPR2019.☆203Updated 4 years ago
- [CVPR 2020] Global-Local Bidirectional Reasoning for Unsupervised Representation Learning of 3D Point Clouds☆120Updated 4 years ago
- Code for paper <PointContrast: Unsupervised Pretraining for 3D Point Cloud Understanding>☆328Updated 3 years ago
- PointASNL: Robust Point Clouds Processing using Nonlocal Neural Networks with Adaptive Sampling （CVPR 2020）☆261Updated 3 years ago
- ☆121Updated 11 months ago
- Code for PointAugment: an Auto-Augmentation Framework for Point Cloud Classification, CVPR 2020 (Oral)☆209Updated 3 years ago
- (CVPR 2021) PAConv: Position Adaptive Convolution with Dynamic Kernel Assembling on Point Clouds☆285Updated 10 months ago
- Code for Revisiting Point Cloud Classification: A New Benchmark Dataset and Classification Model on Real-World Data, ICCV 2019☆238Updated 2 years ago
- RandLA-Net's implementation with Pytorch☆128Updated 4 years ago
- 4D Spatio-Temporal Semantic Segmentation on a 3D video (a sequence of 3D scans)☆289Updated last year
- A learned sampling approach for point clouds (CVPR 2019)☆178Updated 6 months ago
- [ICCV 2021] Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis☆175Updated 2 years ago
- Official Code for ICML 2021 paper "Revisiting Point Cloud Shape Classification with a Simple and Effective Baseline"☆155Updated last year
- DepthContrast self-supervised learning for 3D☆267Updated 3 years ago
- PointGroup: Dual-Set Point Grouping for 3D Instance Segmentation☆386Updated 3 months ago
- PyTorch reimplementation for "KPConv: Flexible and Deformable Convolution for Point Clouds" https://arxiv.org/abs/1904.08889☆66Updated 4 years ago
- PointNet++ Semantic Segmentation on ScanNet in PyTorch with CUDA acceleration☆130Updated last year
- [CVPR'21] PU-GCN: Point Cloud Upsampling using Graph Convolutional Networks☆173Updated last year
- DensePoint: Learning Densely Contextual Representation for Efficient Point Cloud Processing (ICCV 2019)☆118Updated 3 years ago
- Differentiable Point Cloud Sampling (CVPR 2020 Oral)☆374Updated last year
- Hierarchical Aggregation for 3D Instance Segmentation (ICCV 2021)☆166Updated 2 years ago
- [CVPR 2021 Oral] Variational Relational Point Completion Network☆156Updated 2 years ago
- pytorch version of PointConv☆281Updated 3 years ago
- [CVPR'19] JSIS3D: Joint Semantic-Instance Segmentation of 3D Point Clouds☆178Updated 4 years ago
- Multi-Path Region Mining For Weakly Supervised 3D Semantic Segmentation on Point Clouds☆45Updated 4 years ago
- CVPR 2020, "FPConv: Learning Local Flattening for Point Convolution"☆131Updated 3 years ago
- MeteorNet: Deep Learning on Dynamic 3D Point Cloud Sequences (ICCV 2019 Oral)☆148Updated 2 years ago
- Implementation of ECCV2020 paper - JSENet: Joint Semantic Segmentation and Edge Detection Network for 3D Point Clouds☆122Updated 3 years ago
- ShellNet: Efficient Point Cloud Convolutional Neural Networks using Concentric Shells Statistics☆87Updated 5 years ago
- Learning Geometry-Disentangled Representation for Complementary Understanding of 3D Object Point Cloud. (AAAI2021)☆62Updated last year