-
[PointCleanNet] PointCleanNet: Learning to Denoise and Remove Outliers from Dense Point Clouds [
PyTorch] ⭐ -
[PDF] Fast 3D Point Cloud Denoising via Bipartite Graph Approximation & Total Variation [
code] -
[PDF] Weighted Multi-projection: 3D Point Cloud Denoising with Estimated Tangent Planes [
code] (Chaojing Duan) -
[PDF] 3D Point Cloud Denoising via Bipartite Graph Approximation and Reweighted Graph Laplacian [
code] -
[PDF] CNN-based Lidar Point Cloud De-Noising in Adverse Weather [
code] -
[PointASNL] PointASNL: Robust Point Clouds Processing using Nonlocal Neural Networks [
code]
-
[ICCV-19-TotalDenoising] Total Denoising: Unsupervised Learning of 3D Point Cloud Cleaning [
TensorFlow] ⭐ -
[ICCV-19-DUP-Net] DUP-Net: Denoiser and Upsampler Network for 3D Adversarial Point Clouds Defense [
TensorFlow] -
[ICASSP-19-NPD] 3D Point Cloud Denoising via Deep Neural Network based Local Surface Estimation [
PyTorch] (Chaojing Duan) -
[PDF] 3D Point Cloud Denoising Using Graph Laplacian Regularization of a Low Dimensional Manifold Model [
code] ⭐ -
[DSS] Differentiable Surface Splatting for Point-based Geometry Processing [
PyTorch]
-
[ECCV-20-GPDNet] Learning Graph-Convolutional Representations for Point Cloud Denoising [
Tensorflow] ⭐ -
[PDF] Non-Local Part-Aware Point Cloud Denoising [
code] -
[ACMMM-20-DMRDenoise] Differentiable Manifold Reconstruction for Point Cloud Denoising [
PyTorch] ⭐ (Shitong Luo) -
[PDF] Feature Graph Learning for 3D Point Cloud Denoising [
code] (HuWei) -
[PDF] Deep Manifold Prior [
code] -
[PDF] Dynamic Point Cloud Denoising via Manifold-to-Manifold Distance [
code] (HuWei)
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[CVPR-21-DeCo] DeCo: Denoise and Contrast for Category Agnostic Shape Completion [
PyTorch] -
[ICCV-21-score-denoise] Score-Based Point Cloud Denoising (Learning Implicit Gradient Fields for Point Cloud Denoising) [
PyTorch] ⭐ (Shitong Luo) -
[PDF] High-Fidelity Point Cloud Completion with Low-Resolution Recovery and Noise-Aware Upsampling [
code]
- [PD-Flow] PD-Flow: A Point Cloud Denoising Framework with Normalizing Flows [
code] ⭐
- [RPCA] Point cloud denoising via moving rpca [
code]