liuxinhai / L2G-AE
L2G Auto-encoder: Understanding Point Clouds by Local-to-Global Reconstruction with Hierarchical Self-Attention
☆11Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for L2G-AE
- [ACM MultiMedia 2019] SRINet: Learning Strictly Rotation-Invariant Representations for Point Cloud Classification and Segmentation☆9Updated 3 years ago
- This repo aims to provide experiments and codes on applying GCNs to point cloud processing.☆16Updated 4 years ago
- Point2Sequence: Learning the Shape Representation of 3D Point Clouds with an Attention-based Sequence to Sequence Network☆40Updated 3 years ago
- spatial transformer for 3d point clouds☆29Updated 2 years ago
- Official implementation of the Point Transformer-in-Transformer: https://arxiv.org/abs/2204.03957☆15Updated 2 years ago
- ☆12Updated 4 years ago
- PointLIE: Locally Invertible Embedding for Point Cloud Sampling and Recovery (IJCAI 2021)☆18Updated 3 years ago
- (ICCV 2021) Learning Inner-group Relations on Point Clouds☆19Updated 3 years ago
- Geometry Sharing Network for 3D Point Cloud Classification and Segmentation☆48Updated 4 years ago
- Sparse Convolutions for Semantic 3D Instance Segmentation☆11Updated 4 years ago
- ☆33Updated 3 years ago
- Official repository for the paper "Permutation Matters: Anisotropic Convolutional Layer for Learning on Point Clouds" [Segmentation]☆8Updated last year
- Source code for paper "Local Spectral Graph Convolution for Point Set Feature Learning"☆9Updated 6 years ago
- ☆13Updated 5 years ago
- Progressive Point Cloud Deconvolution Generation Network (PDGN)☆28Updated 2 years ago
- An autoregressive model for point cloud generation augmented with self-attention☆25Updated 4 years ago
- A Pytorch Implementation of “Modeling Local Geometric Structure of 3D Point Clouds using Geo-CNN”☆17Updated 4 years ago
- Deep Hierarchical Encoder-Decoder with Point Atrous Convolution for Unorganized 3D Points☆30Updated 4 years ago
- [ICPR 2020] PS2-Net: A Locally and Globally Aware Network for Point-Based Semantic Segmentation☆9Updated 3 years ago
- Code for the paper "PFCNN: Convolutional Neural Networks on 3D Surfaces Using Parallel Frames" (CVPR 2020).☆19Updated 3 years ago
- Learning Graph-Convolutional Representations for Point Cloud Denoising (ECCV 2020)☆30Updated 4 years ago
- pointcloud analysis☆24Updated last year
- ☆14Updated 3 years ago
- ☆9Updated last year
- The source code of PRA-Net.☆25Updated 3 years ago
- Self-supervised Learning of Point Clouds via Orientation Estimation (3DV 2020)☆16Updated 3 years ago
- [ICRA 2020] Dilated Point Convolutions: On the Receptive Field Size of Point Convolutions on 3D Point Clouds☆10Updated 3 years ago
- PVRNet: Point-View Relation Neural Network for 3D Shape Recognition (AAAI 2019)☆47Updated 5 years ago
- ECCV 2020 papers focusing on point cloud analysis☆22Updated 3 years ago