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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	Score
Dense Hybrid Recurrent Multi-view Stereo Net with Dynamic Consistency Checking	Jul 21, 2020	Point cloud reconstruction	CodeCode Available	1	5
Autoregressive 3D Shape Generation via Canonical Mapping	Apr 5, 2022	3D Shape GenerationPoint Cloud Generation	CodeCode Available	1	5
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	5
Masked Autoencoders in 3D Point Cloud Representation Learning	Jul 4, 2022	Point Cloud CompletionPoint cloud reconstruction	CodeCode Available	1	5
Canonical Capsules: Self-Supervised Capsules in Canonical Pose	Dec 8, 2020	3D Point Cloud ReconstructionGeneral Classification	CodeCode Available	1	5
Energy-Based Sliced Wasserstein Distance	Apr 26, 2023	Point cloud reconstruction	CodeCode Available	1	5
Cross-modal Learning for Image-Guided Point Cloud Shape Completion	Sep 20, 2022	Point Cloud CompletionPoint cloud reconstruction	CodeCode Available	1	5
Lightweight super resolution network for point cloud geometry compression	Nov 2, 2023	DecoderPoint cloud reconstruction	CodeCode Available	1	5
APR: Online Distant Point Cloud Registration Through Aggregated Point Cloud Reconstruction	May 4, 2023	Point cloud reconstructionPoint Cloud Registration	CodeCode Available	1	5
M^3VSNet: Unsupervised Multi-metric Multi-view Stereo Network	Apr 30, 2020	Point cloud reconstruction	CodeCode Available	1	5

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