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Point cloud reconstruction

This task aims to solve inherent problems in raw point clouds: sparsity, noise, and irregularity.

Papers

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Showing 71–80 of 101 papers

Title	Date	Tasks	Status	Hype
CP-Net: Contour-Perturbed Reconstruction Network for Self-Supervised Point Cloud Learning	Jan 20, 2022	Point cloud reconstructionSelf-Supervised Learning	—Unverified	0
Local and Global Point Cloud Reconstruction for 3D Hand Pose Estimation	Dec 13, 2021	3D Hand Pose Estimation3D Point Cloud Reconstruction	CodeCode Available	1
Progressive Seed Generation Auto-encoder for Unsupervised Point Cloud Learning	Dec 9, 2021	3D Point Cloud Linear ClassificationPoint cloud reconstruction	—Unverified	0
Deep Point Cloud Reconstruction	Nov 23, 2021	DenoisingPoint Cloud Completion	—Unverified	0
PointMixer: MLP-Mixer for Point Cloud Understanding	Nov 22, 2021	3D Object Classification3D Point Cloud Classification	CodeCode Available	1
Patch-Based Deep Autoencoder for Point Cloud Geometry Compression	Oct 18, 2021	Point cloud reconstruction	CodeCode Available	1
Differentiable Spline Approximations	Oct 4, 2021	3D Point Cloud ReconstructionBIG-bench Machine Learning	—Unverified	0
Lidar Range Image Compression with Deep Delta Encoding	Sep 29, 2021	Autonomous DrivingImage Compression	—Unverified	0
Visual Enhanced 3D Point Cloud Reconstruction from A Single Image	Aug 17, 2021	3D Object Reconstruction3D Object Reconstruction From A Single Image	—Unverified	0
NURBS-Diff: A Differentiable Programming Module for NURBS	Apr 29, 2021	BIG-bench Machine LearningDeep Learning	—Unverified	0

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