PccAI is a framework for AI-based point cloud compression
☆35Apr 14, 2025Updated 10 months ago
Alternatives and similar repositories for PccAI
Users that are interested in PccAI are comparing it to the libraries listed below
Sorting:
- Source code of "GRASP-Net: Geometric Residual Analysis and Synthesis for Point Cloud Compression"☆33Sep 20, 2022Updated 3 years ago
- Sparse Tensor-based Multiscale Representation for Point Cloud Geometry Compression☆95Dec 6, 2024Updated last year
- Multiscale Point Cloud Geometry Compression☆112Sep 4, 2023Updated 2 years ago
- Improved Deep Point Cloud Geometry Compression☆77Feb 6, 2026Updated 3 weeks ago
- Tensorflow implementation of the paper "Learning-based Lossless Compression Of 3D Point Cloud Geometry"☆36Jun 7, 2021Updated 4 years ago
- [IJCAI 2024] Pointsoup: High-Performance and Extremely Low-Decoding-Latency Learned Geometry Codec for Large-Scale Point Cloud Scenes☆21Sep 23, 2024Updated last year
- ☆10Dec 5, 2025Updated 2 months ago
- Tensorflow implementation of the paper "Lossless Coding of Point Cloud Geometry using aDeep Generative Model"☆13Jul 23, 2021Updated 4 years ago
- This code implements an improved version of the RAHT-rlgr coder and decoder as described by Queiroz and Chou.☆36Jun 10, 2020Updated 5 years ago
- Learning Convolutional Transforms for Point Cloud Geometry Compression☆47Jul 6, 2020Updated 5 years ago
- A deep perceptual metric for 3D point clouds☆14Feb 6, 2026Updated 3 weeks ago
- A list of papers about learned point cloud compression.☆134Oct 25, 2025Updated 4 months ago
- ☆18Nov 21, 2022Updated 3 years ago
- Folding-based compression of point cloud attributes☆12Feb 6, 2026Updated 3 weeks ago
- Point Cloud Codec invented by Rufael Mekuria, based on PCL (Point Cloud Library)☆50Feb 14, 2026Updated last week
- region adaptive graph fourier transform for 3d point clouds☆19Dec 8, 2022Updated 3 years ago
- (ACM MM ASIA 2021) Patch-Based Deep Autoencoder for Point Cloud Geometry Compression.☆32Apr 13, 2024Updated last year
- High-Efficiency Lossy Image Coding Through Adaptive Neighborhood Information Aggregation☆74Dec 4, 2023Updated 2 years ago
- The codes of D-DPCC: Deep Dynamic Point Cloud Compression via 3D Motion Prediction.☆41Jul 3, 2025Updated 7 months ago
- Matlab code for PointCloud Octree Compression☆19Mar 24, 2022Updated 3 years ago
- R-PCC: A Baseline for Range Image-based Point Cloud Compression☆37Apr 16, 2022Updated 3 years ago
- End-to-End Learnt Image Compression Codec☆54Feb 17, 2023Updated 3 years ago
- Geometry based point cloud compression (G-PCC) Test Model (encoder and decoder)☆248Oct 20, 2023Updated 2 years ago
- Deep AutoEncoder-based Lossy Geometry Compression for Point Clouds.☆19Dec 2, 2020Updated 5 years ago
- Official Code of "Deep Homography for Efficient Stereo Image Compression"[cvpr21oral]☆57Nov 10, 2022Updated 3 years ago
- [ACMMM 2021 Oral] Enhanced Invertible Encoding for Learned Image Compression☆128Feb 9, 2023Updated 3 years ago
- ☆44Dec 24, 2024Updated last year
- Code for "The Unreasonable Effectiveness of Linear Prediction as a Perceptual Metric"☆23Jan 26, 2024Updated 2 years ago
- ☆63Jul 12, 2022Updated 3 years ago
- ☆100Feb 13, 2023Updated 3 years ago
- a fast range coder in C++, using SSE☆69Oct 17, 2023Updated 2 years ago
- Official code of paper：SADN: Learned Light Field Image Compression with Spatial-Angular Decorrelation☆15May 6, 2023Updated 2 years ago
- ☆19Jun 29, 2025Updated 7 months ago
- A generalized Chamfer distance implementation in CUDA/Pytorch☆11Sep 17, 2020Updated 5 years ago
- Project page for the paper: "Liu C, Sun H, Katto J, et al.Learned Video Compression with Residual Prediction and Loop Filter"☆25Oct 17, 2021Updated 4 years ago
- Authors' PyTorch implementation of lossy image compression methods based on hierarchical VAEs☆82Oct 18, 2024Updated last year
- [IV2022] Implements a deep RNN based Point Cloud Compression approach for Velodyne Point Clouds. Reference implementation of correspondin…☆59Jun 25, 2024Updated last year
- A PyTorch library and evaluation platform for end-to-end compression research☆1,527Oct 23, 2025Updated 4 months ago
- A collection of tools for neural compression enthusiasts.☆593Sep 20, 2024Updated last year