point-cloud-completion

There are 11 repositories under point-cloud-completion topic.

• Colin97 / MSN-Point-Cloud-Completion

  Morphing and Sampling Network for Dense Point Cloud Completion (AAAI2020)

  point-cloudshape-completion3d-reconstructionearth-movers-distanceearth-mover-distancepoint-cloud-completionpoint-cloud-processingminimum-spanning-treecudaauction-algorithm
  Language:Python 387

• hzxie / GRNet

  The official implementation of "GRNet: Gridding Residual Network for Dense Point Cloud Completion". (Xie et al., ECCV 2020)

  3d-object-reconstructionpoint-cloud-completiongriddingcubic-feature-samplingpytorchateneccv-2020
  Language:Python 288

• paul007pl / VRCNet

  [CVPR 2021 Oral] Variational Relational Point Completion Network

  mvp-datasetpartial-point-cloudspoint-cloud-completionpytorch
  Language:Python 154

• AllenXiangX / SnowflakeNet

  (TPAMI 2023) Snowflake Point Deconvolution for Point Cloud Completion and Generation with Skip-Transformer

  iccv2021point-cloud-completiondeep-learningpytorch3dvisiontransformerstpami2023
  Language:Python 137

• microsoft / SpareNet

  Style-based Point Generator with Adversarial Rendering for Point Cloud Completion (CVPR 2021)

  deep-learningneural-networkpoint-cloudpoint-cloud-completiongenerative-adversarial-networkdifferentiable-renderer
  Language:Python 135

• ZhaoyangLyu / Point_Diffusion_Refinement

  A Conditional Point Diffusion-Refinement Paradigm for 3D Point Cloud Completion

  diffusion-modelpoint-cloud-completion
  Language:Python 127

• I2-Multimedia-Lab / ProxyFormer

  ProxyFormer (CVPR 2023)

  point-cloud-completionproxy-alignmenttransformer
  Language:Python 72

• diegovalsesia / XMFnet

  Code for "Cross-modal Learning for Image-Guided Point Cloud Shape Completion" (NeurIPS 2022)

  deep-neural-networksdifferentiable-renderingmultimodal-deep-learningpoint-cloudpoint-cloud-completiontransformerweakly-supervised-learning
  Language:Python 40

• codearxiv / PCReconstruct

  Point cloud completion tool based on dictionary learning. Takes a PCL point cloud surface and fills in gaps or densifies sparse regions by learning from the various surface features of the cloud. This is done using a variation of the k-SVD dictionary learning algorithm that allows for continuous atoms and dealing with unstructured point cloud data. Written in Qt C++, using Eigen, OpenMP, and OpenGL.

  inpaintingksvdmachine-learningpoint-cloudpoint-cloud-completionpoint-cloud-processingpoint-cloud-reconstructionsparse-coding
  Language:C++ 35

• EasyRy / CRA-PCN

  [AAAI'24] CRA-PCN: Point Cloud Completion with Intra- and Inter-level Cross-Resolution Transformers

  point-cloud-completiondeep-learningpytorch-implementation
  Language:Python 22

• countywest / SAUM

  SAUM: Symmetry-Aware Upsampling Module for Consistent Point Cloud Completion (ACCV 2020)

  3d-object-reconstructionpoint-cloud-completion
  Language:Python 15

• countywest / progressive_growing_of_points

  Progressive Growing of Points with Tree-structured Generators (BMVC 2021)

  3d-object-reconstructionpoint-cloud-completion
  Language:Python 10

• zhangbowen-wx / Shape-Completion-with-Points-in-the-Shadow

  [SIGGRAPH Aisa 2022 Conference Paper] Shape Completion with Points in the Shadow

  3d-visiondeep-learningpoint-cloud-completionsiggraph-asia-2022
  Language:Python 8

• no-materials / kpcn

  Learning-based partial point cloud completion system using kernel points convolution

  msc-thesisgenerative-modelpoint-cloud-completiongeometric-deep-learningkernel-points-convolution
  Language:Python 6

• darrenjkt / VCN

  Viewer-centered Completion Network (VCN). Pose estimation and completion of objects from the sensor's frame of reference

  point-cloud-completioncomputer-visiondeep-learning
  Language:Python 2