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A list of papers and datasets about point cloud analysis (processing)

3d-graphics point-clouds 3d-registration 3d-reconstruction 3d-representation point-cloud-dataset point-cloud-detection point-cloud-processing point-set-registration point-cloud-recognition point-cloud-registration point-cloud-segmentation point-cloud-classification

Created 2019-04-24

241 commits to master branch, last one 3 years ago

25

208

mit

11

GPT4Vis: What Can GPT-4 Do for Zero-shot Visual Recognition?

video-recognition prompt-engineering visual-recognition gpt-4-vision-preview point-cloud-classification

Created 2023-11-17

50 commits to main branch, last one 9 months ago

23

154

bsd-3-clause

10

Official Code for ICML 2021 paper "Revisiting Point Cloud Shape Classification with a Simple and Effective Baseline"

sota dgcnn rscnn pointnet 3d-vision icml-2021 pointnet2 modelnet40 simpleview point-cloud scanobjectnn modelnet-dataset point-cloud-processing point-cloud-classification

Created 2021-06-01

8 commits to master branch, last one 9 days ago

10

138

mit

5

Code for the SIGGRAPH 2022 paper "DeltaConv: Anisotropic Operators for Geometric Deep Learning on Point Clouds."

pytorch point-cloud graph-learning differential-geometry geometric-deep-learning point-cloud-segmentation point-cloud-classification

Created 2022-05-12

40 commits to master branch, last one about a year ago

19

75

mit

3

Linked Dynamic Graph CNN: Learning through Point Cloud by Linking Hierarchical Features

cnn point-cloud dynamic-graphs modelnet-dataset shapenet-dataset point-cloud-segmentation point-cloud-classification

Created 2019-04-21

26 commits to master branch, last one 3 years ago