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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 11–20 of 101 papers

Title	Date	Tasks	Status	Hype
3D Surface Reconstruction From Multi-Date Satellite Images	Feb 4, 2021	Camera CalibrationPoint cloud reconstruction	CodeCode Available	1
Autoregressive 3D Shape Generation via Canonical Mapping	Apr 5, 2022	3D Shape GenerationPoint Cloud Generation	CodeCode Available	1
Cross-modal Learning for Image-Guided Point Cloud Shape Completion	Sep 20, 2022	Point Cloud CompletionPoint cloud reconstruction	CodeCode Available	1
Masked Autoencoders in 3D Point Cloud Representation Learning	Jul 4, 2022	Point Cloud CompletionPoint cloud reconstruction	CodeCode Available	1
Canonical Capsules: Self-Supervised Capsules in Canonical Pose	Dec 8, 2020	3D Point Cloud ReconstructionGeneral Classification	CodeCode Available	1
Dense Hybrid Recurrent Multi-view Stereo Net with Dynamic Consistency Checking	Jul 21, 2020	Point cloud reconstruction	CodeCode Available	1
DiffPMAE: Diffusion Masked Autoencoders for Point Cloud Reconstruction	Dec 6, 2023	Point cloud reconstructionSelf-Supervised Learning	CodeCode Available	1
DSRC: Learning Density-insensitive and Semantic-aware Collaborative Representation against Corruptions	Dec 14, 2024	3D Object Detectionobject-detection	CodeCode Available	1
From Image Collections to Point Clouds with Self-supervised Shape and Pose Networks	May 5, 2020	3D Object Reconstruction3D Object Reconstruction From A Single Image	CodeCode Available	1
Local and Global Point Cloud Reconstruction for 3D Hand Pose Estimation	Dec 13, 2021	3D Hand Pose Estimation3D Point Cloud Reconstruction	CodeCode Available	1

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