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Awesome Point Cloud Analysis
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3,695
A list of papers and datasets about point cloud analysis (processing)
Samplenet
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324
Differentiable Point Cloud Sampling (CVPR 2020 Oral)
So Net
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296
SO-Net: Self-Organizing Network for Point Cloud Analysis, CVPR2018
Awesome Automanous 3d Detection Methods
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265
Awesome 3d Detectors
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249
Paperlist of awesome 3D detection methods
Asis
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202
Associatively Segmenting Instances and Semantics in Point Clouds, CVPR 2019
Sgpn
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200
SGPN:Similarity Group Proposal Network for 3D Point Cloud Instance Segmentation, CVPR, 2018
Learning_to_sample
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160
A learned sampling approach for point clouds (CVPR 2019)
Awesome Point Cloud Scene Flow
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142
A list of point cloud scene flow papers, codes and datasets.
Deep Learning For Lidar Point Clouds
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134
Deep Learning for LiDAR Point Clouds in Autonomous Driving: A Review
3d Deep Learning
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122
3D Deep Learning works
Pointaugment
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98
Code for PointAugment: an Auto-Augmentation Framework for Point Cloud Classification, CVPR 2020 (Oral)
Ai Paper Drawer
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88
人工智能论文关键点集结。This project aims to collect key points of AI papers.
Completion3d
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86
Source code for baselines of the Stanford 3D Point Cloud Completion Benchmark (completion3d.stanford.edu) and TopNet: Structural Point Cloud Decoder, CVPR 2019
Awesome 3d Point Cloud Semantic Segement
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78
3D点云语义分割汇总,所有顶会论文以及一些arxiv上的最新论文
Fmr
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62
This repository is the implementation of our CVPR 2020 work: "Feature-metric Registration: A Fast Semi-supervised Approach for Robust Point Cloud Registration without Correspondences"
3d Deep Learning Paper List
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58
Reading_list
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46
3dlocalmultiviewdesc
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45
Repository for "End-to-End Learning Local Multi-view Descriptors for 3D Point Clouds"
Cvpr 2020 Point Cloud Analysis
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44
CVPR 2020 papers focusing on point cloud analysis
Awesome Point Clouds
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31
Awesome paper/code for point clouds with deep learning methods in detection and tracking
3d Detection Papers
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28
The papers in this list are about 3d detection, especially those using point clouds.
Glimpse_clouds
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28
Pytorch implementation of the paper "Glimpse Clouds: Human Activity Recognition from Unstructured Feature Points", F. Baradel, C. Wolf, J. Mille , G.W. Taylor, CVPR 2018
Structurepointcloud
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23
Preprocessing module in IEEE PAMI 2013: A Framework for Automatic Modeling from Point Cloud Data
Awesome Point Cloud Deep Learning
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22
Paper list of deep learning on point clouds.
Awesome Deeplearning 3d Registration
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15
P2c Clustering
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9
Clustering module in IEEE PAMI 2013: A Framework for Automatic Modeling from Point Cloud Data. A robust unsupervised clustering algorithm P2C, based on a hierarchical statistical analysis of the geometric properties of the data.
Deep Learning On Point Clouds
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7
A curated list of primary sources on applying deep learning on point cloud data.
Pc2pix
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6
Keras code of my 2019 CVPR Workshop paper "A Conditional Generative Adversarial Network for Rendering Point Clouds"
2d 3d Matching
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6
Registration of 2D images with 3D point clouds
Point Cloud Segmentation
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6
Personal practice using segmentation methods for point cloud segmentation
Pointcloud
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5
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