jokieleung / TransPCC
the Pytorch implementation for our ICMR 2022 paper "TransPCC: Towards Deep Point Cloud Compression via Transformers"
☆13Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for TransPCC
- This is the official PyTorch implementation of our paper "Density-preserving Deep Point Cloud Compression" (CVPR 2022).☆65Updated last year
- Multiscale Point Cloud Compression☆26Updated 3 years ago
- Sparse Tensor-based Multiscale Representation for Point Cloud Geometry Compression☆71Updated last year
- Multiscale Point Cloud Geometry Compression☆101Updated last year
- Soruce code of OctAttention: Octree-Based Large-Scale Contexts Model for Point Cloud Compression☆101Updated 7 months ago
- ☆24Updated 11 months ago
- This is the official code for the our paper "SCP: Spherical-Coordinate-based Learned Point Cloud Compression"☆19Updated 4 months ago
- ☆12Updated 2 years ago
- The codes of D-DPCC: Deep Dynamic Point Cloud Compression via 3D Motion Prediction.☆25Updated 3 months ago
- A list of papers about deep point cloud compression.☆87Updated last month
- Point Cloud Geometry Compression☆42Updated 2 years ago
- (ACM MM ASIA 2021) Patch-Based Deep Autoencoder for Point Cloud Geometry Compression.☆30Updated 7 months ago
- [MMSP 2023, PCS 2024]☆17Updated 9 months ago
- PccAI is a framework for AI-based point cloud compression☆31Updated 2 years ago
- Point Cloud Attribute Compression with Sparse Convolution and Voxel Transformer☆10Updated 5 months ago
- Improved Deep Point Cloud Geometry Compression☆67Updated 3 years ago
- Source code of "GRASP-Net: Geometric Residual Analysis and Synthesis for Point Cloud Compression"☆27Updated 2 years ago
- Fast learning-based Point Cloud lossy Compression in our ICME 2023 paper and other improvements☆12Updated last month
- [IJCAI 2024] Pointsoup: High-Performance and Extremely Low-Decoding-Latency Learned Geometry Codec for Large-Scale Point Cloud Scenes☆15Updated 2 months ago
- (ACM MM 2022 Workshop APCCPA) IPDAE: Improved Patch-Based Deep Autoencoder for Lossy Point Cloud Geometry Compression.☆14Updated 8 months ago
- Folding-based compression of point cloud attributes☆12Updated 3 years ago
- deep-learning based point cloud compression methods.☆26Updated 3 years ago
- [Under Review] Efficient and Generic Point Model for Lossless Point Cloud Attribute Compression☆30Updated 7 months ago
- Tensorflow implementation of the paper "Learning-based Lossless Compression Of 3D Point Cloud Geometry"☆36Updated 3 years ago
- Matlab code for PointCloud Octree Compression☆16Updated 2 years ago
- PU-GACNet☆14Updated last year
- [ECCV2022] Point Cloud Compression with Sibling Context and Surface Priors☆26Updated 2 years ago
- A metric to evaluate geometry distortions in decoded point clouds☆11Updated last year
- ☆12Updated 3 weeks ago
- Pytorch implementation of the paper "Multiscale deep context modeling for lossless pointcloud geometry compression"☆20Updated 3 years ago