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3d Shape Analysis Paper List
⭐
903
A list of recent papers, libraries and datasets about 3D shape/scene analysis (by topics, updating).
Pointflow
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641
PointFlow : 3D Point Cloud Generation with Continuous Normalizing Flows
Point2mesh
⭐
408
Reconstruct Watertight Meshes from Point Clouds [SIGGRAPH 2020]
Latent_3d_points
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314
Auto-encoding & Generating 3D Point-Clouds.
So Net
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296
SO-Net: Self-Organizing Network for Point Cloud Analysis, CVPR2018
Point2skeleton
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174
Point2Skeleton: Learning Skeletal Representations from Point Clouds (CVPR2021)
Igr
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159
Implicit Geometric Regularization for Learning Shapes
Differentiable Point Clouds
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114
The reference implementation of "Unsupervised Learning of Shape and Pose with Differentiable Point Clouds"
Shapegf
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101
Learning Gradient Fields for Shape Generation
Densepoint
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80
DensePoint: Learning Densely Contextual Representation for Efficient Point Cloud Processing (ICCV 2019)
Gspn
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61
GSPN: Generative Shape Proposal Network for 3D Instance Segmentation in Point Cloud
Tagcloud
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60
Generate image tag clouds in custom shapes
Mask_word_cloud
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30
Word cloud cairo-based command line generator (png, pdf and svg) using a shape mask.
Pt2pc
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29
PT2PC: Learning to Generate 3D Point Cloud Shapes from Part Tree Conditions
Point2sequence
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22
Point2Sequence: Learning the Shape Representation of 3D Point Clouds with an Attention-based Sequence to Sequence Network
Pointnet Implementation Tensorflow
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22
Surface Reconstruction Benchmark
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18
A working copy of the code from "A Benchmark for Surface Reconstruction" by Berger et. Al
Point2mesh
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17
Meshing Point Clouds with Predicted Intrinsic-Extrinsic Ratio Guidance (ECCV2020)
Lambdagram
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11
☁️A Tiny Cloud Service to Build Image Datasets with Instagram 📸
Pointhop
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10
PointHop: An Explainable Machine Learning Method for Point Cloud Classification
Point Cloud Segmentation Miccai2019
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9
Code for the MICCAI 2019 paper Balsiger et al., Learning Shape Representation on Sparse Point Clouds for Volumetric Image Segmentation
Facadeparsing
⭐
9
A project to parsing building facade from point cloud.
Ransac.jl
⭐
8
Efficient RANSAC in Julia
Efficient Ransac For Point Cloud Shape Detection
⭐
8
Efficient RANSAC for Point-Cloud Shape Detection
Volumetric Clouds In Unity
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8
Mvcnn Multi View Convolutional Neural Networks For 3d Shape Recognition
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6
implementing the research "Multi-view Convolutional Neural Networks for 3D Shape Recognition" using Python and Keras
A Scn
⭐
6
Attentional ShapeContextNet for Point Cloud Recognition
Point Cloud Shape Completion
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6
Tensorflow implementation of our paper, " High Fidelity Semantic Shape Completion for Point Clouds using Latent Optimization" , presented at WACV 2019
Cloud Pareidolias
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6
Mirror_objects
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5
Predict the complete shape of an object from a single view.
Knife Oraclecloud
⭐
5
Knife plugin for Oracle Cloud Infrastructure Classic
Quickgl
⭐
5
The quickest way to add OpenGL visualizations to C++ code. Also the easiest way to render 3D point-clouds!
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