SOTAVerified

Point cloud reconstruction

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

Papers

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Showing 1–25 of 101 papers

TitleStatusHype
VGGT: Visual Geometry Grounded TransformerCode11
fVDB: A Deep-Learning Framework for Sparse, Large-Scale, and High-Performance Spatial IntelligenceCode4
Curve-Aware Gaussian Splatting for 3D Parametric Curve ReconstructionCode2
Sparse2Dense: Learning to Densify 3D Features for 3D Object DetectionCode1
Patch-Based Deep Autoencoder for Point Cloud Geometry CompressionCode1
Query6DoF: Learning Sparse Queries as Implicit Shape Prior for Category-Level 6DoF Pose EstimationCode1
Masked Surfel Prediction for Self-Supervised Point Cloud LearningCode1
Energy-Based Sliced Wasserstein DistanceCode1
Local and Global Point Cloud Reconstruction for 3D Hand Pose EstimationCode1
Masked Autoencoders in 3D Point Cloud Representation LearningCode1
PAPR: Proximity Attention Point RenderingCode1
Autoregressive 3D Shape Generation via Canonical MappingCode1
Dense Hybrid Recurrent Multi-view Stereo Net with Dynamic Consistency CheckingCode1
PointMixer: MLP-Mixer for Point Cloud UnderstandingCode1
DiffPMAE: Diffusion Masked Autoencoders for Point Cloud ReconstructionCode1
Canonical Capsules: Self-Supervised Capsules in Canonical PoseCode1
DSRC: Learning Density-insensitive and Semantic-aware Collaborative Representation against CorruptionsCode1
From Image Collections to Point Clouds with Self-supervised Shape and Pose NetworksCode1
APR: Online Distant Point Cloud Registration Through Aggregated Point Cloud ReconstructionCode1
Lightweight super resolution network for point cloud geometry compressionCode1
M^3VSNet: Unsupervised Multi-metric Multi-view Stereo NetworkCode1
Cross-modal Learning for Image-Guided Point Cloud Shape CompletionCode1
3D Surface Reconstruction From Multi-Date Satellite ImagesCode1
Generative PointNet: Deep Energy-Based Learning on Unordered Point Sets for 3D Generation, Reconstruction and ClassificationCode1
M^3VSNet: Unsupervised Multi-metric Multi-view Stereo NetworkCode1
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