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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 21–30 of 101 papers

Title	Date	Tasks	Status	Hype	Score
Generative PointNet: Deep Energy-Based Learning on Unordered Point Sets for 3D Generation, Reconstruction and Classification	Apr 2, 2020	3D GenerationGeneral Classification	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
3D Surface Reconstruction From Multi-Date Satellite Images	Feb 4, 2021	Camera CalibrationPoint cloud reconstruction	CodeCode Available	1	5
PointMixer: MLP-Mixer for Point Cloud Understanding	Nov 22, 2021	3D Object Classification3D Point Cloud Classification	CodeCode Available	1	5
Autoregressive 3D Shape Generation via Canonical Mapping	Apr 5, 2022	3D Shape GenerationPoint Cloud Generation	CodeCode Available	1	5
Local and Global Point Cloud Reconstruction for 3D Hand Pose Estimation	Dec 13, 2021	3D Hand Pose Estimation3D Point Cloud Reconstruction	CodeCode Available	1	5
Through the Looking Glass: Neural 3D Reconstruction of Transparent Shapes	Apr 22, 2020	3D geometry3D Point Cloud Reconstruction	CodeCode Available	1	5
Dense Hybrid Recurrent Multi-view Stereo Net with Dynamic Consistency Checking	Jul 21, 2020	Point cloud reconstruction	CodeCode Available	1	5
Masked Surfel Prediction for Self-Supervised Point Cloud Learning	Jul 7, 2022	DecoderPoint cloud reconstruction	CodeCode Available	1	5
AIM2PC: Aerial Image to 3D Building Point Cloud Reconstruction	Mar 24, 2025	DenoisingImage to 3D	CodeCode Available	0	5

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