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 1–50 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
DSRC: Learning Density-insensitive and Semantic-aware Collaborative Representation against CorruptionsCode1
Unsupervised Occupancy Learning from Sparse Point CloudCode1
DiffPMAE: Diffusion Masked Autoencoders for Point Cloud ReconstructionCode1
Lightweight super resolution network for point cloud geometry compressionCode1
Variational Autoencoding of Dental Point CloudsCode1
PAPR: Proximity Attention Point RenderingCode1
APR: Online Distant Point Cloud Registration Through Aggregated Point Cloud ReconstructionCode1
Energy-Based Sliced Wasserstein DistanceCode1
Query6DoF: Learning Sparse Queries as Implicit Shape Prior for Category-Level 6DoF Pose EstimationCode1
Sparse2Dense: Learning to Densify 3D Features for 3D Object DetectionCode1
Cross-modal Learning for Image-Guided Point Cloud Shape CompletionCode1
Masked Surfel Prediction for Self-Supervised Point Cloud LearningCode1
Masked Autoencoders in 3D Point Cloud Representation LearningCode1
Autoregressive 3D Shape Generation via Canonical MappingCode1
Local and Global Point Cloud Reconstruction for 3D Hand Pose EstimationCode1
PointMixer: MLP-Mixer for Point Cloud UnderstandingCode1
Patch-Based Deep Autoencoder for Point Cloud Geometry CompressionCode1
3D Surface Reconstruction From Multi-Date Satellite ImagesCode1
Canonical Capsules: Self-Supervised Capsules in Canonical PoseCode1
Dense Hybrid Recurrent Multi-view Stereo Net with Dynamic Consistency CheckingCode1
From Image Collections to Point Clouds with Self-supervised Shape and Pose NetworksCode1
M^3VSNet: Unsupervised Multi-metric Multi-view Stereo NetworkCode1
Through the Looking Glass: Neural 3D Reconstruction of Transparent ShapesCode1
M^3VSNet: Unsupervised Multi-metric Multi-view Stereo NetworkCode1
Generative PointNet: Deep Energy-Based Learning on Unordered Point Sets for 3D Generation, Reconstruction and ClassificationCode1
YOLO3D: End-to-end real-time 3D Oriented Object Bounding Box Detection from LiDAR Point CloudCode1
Argus: Leveraging Multiview Images for Improved 3-D Scene Understanding With Large Language Models—0
DiffS-NOCS: 3D Point Cloud Reconstruction through Coloring Sketches to NOCS Maps Using Diffusion Models—0
Less is More: Efficient Point Cloud Reconstruction via Multi-Head Decoders—0
Estimating the Diameter at Breast Height of Trees in a Forest With a Single 360 Camera—0
GarmentGS: Point-Cloud Guided Gaussian Splatting for High-Fidelity Non-Watertight 3D Garment Reconstruction—0
SC-NeRF: NeRF-based Point Cloud Reconstruction using a Stationary Camera for Agricultural Applications—0
AIM2PC: Aerial Image to 3D Building Point Cloud ReconstructionCode0
R2LDM: An Efficient 4D Radar Super-Resolution Framework Leveraging Diffusion Model—0
Dynamic Point Maps: A Versatile Representation for Dynamic 3D Reconstruction—0
Consistency Diffusion Models for Single-Image 3D Reconstruction with Priors—0
MambaTron: Efficient Cross-Modal Point Cloud Enhancement using Aggregate Selective State Space Modeling—0
BloomScene: Lightweight Structured 3D Gaussian Splatting for Crossmodal Scene GenerationCode0
EdgeMovingNet: Edge-preserving Point Cloud Reconstruction via Joint Geometry Features—0
ObitoNet: Multimodal High-Resolution Point Cloud ReconstructionCode0
Hyperbolic-constraint Point Cloud Reconstruction from Single RGB-D Images—0
CrossSDF: 3D Reconstruction of Thin Structures From Cross-Sections—0
SPACE: 3D Spatial Co-operation and Exploration Framework for Robust Mapping and Coverage with Multi-Robot Systems—0
MultiPull: Detailing Signed Distance Functions by Pulling Multi-Level Queries at Multi-Step—0
Constrained Diffusion Implicit Models—0
LiVisSfM: Accurate and Robust Structure-from-Motion with LiDAR and Visual Cues—0
Diffusion Models in 3D Vision: A Survey—0
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