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
M^3VSNet: Unsupervised Multi-metric Multi-view Stereo NetworkCode1
PAPR: Proximity Attention Point RenderingCode1
DSRC: Learning Density-insensitive and Semantic-aware Collaborative Representation against CorruptionsCode1
3D Surface Reconstruction From Multi-Date Satellite ImagesCode1
Through the Looking Glass: Neural 3D Reconstruction of Transparent ShapesCode1
Variational Autoencoding of Dental Point CloudsCode1
Generative PointNet: Deep Energy-Based Learning on Unordered Point Sets for 3D Generation, Reconstruction and ClassificationCode1
APR: Online Distant Point Cloud Registration Through Aggregated Point Cloud ReconstructionCode1
PointMixer: MLP-Mixer for Point Cloud UnderstandingCode1
Lightweight super resolution network for point cloud geometry compressionCode1
Canonical Capsules: Self-Supervised Capsules in Canonical PoseCode1
Masked Surfel Prediction for Self-Supervised Point Cloud LearningCode1
DiffPMAE: Diffusion Masked Autoencoders for Point Cloud ReconstructionCode1
Patch-Based Deep Autoencoder for Point Cloud Geometry CompressionCode1
Sparse2Dense: Learning to Densify 3D Features for 3D Object DetectionCode1
Energy-Based Sliced Wasserstein DistanceCode1
YOLO3D: End-to-end real-time 3D Oriented Object Bounding Box Detection from LiDAR Point CloudCode1
From Image Collections to Point Clouds with Self-supervised Shape and Pose NetworksCode1
Cross-modal Learning for Image-Guided Point Cloud Shape CompletionCode1
Local and Global Point Cloud Reconstruction for 3D Hand Pose EstimationCode1
M^3VSNet: Unsupervised Multi-metric Multi-view Stereo NetworkCode1
Autoregressive 3D Shape Generation via Canonical MappingCode1
Query6DoF: Learning Sparse Queries as Implicit Shape Prior for Category-Level 6DoF Pose EstimationCode1
Unsupervised Occupancy Learning from Sparse Point CloudCode1
Dense Hybrid Recurrent Multi-view Stereo Net with Dynamic Consistency CheckingCode1
Masked Autoencoders in 3D Point Cloud Representation LearningCode1
Differentiable Spline Approximations—0
DG-PIC: Domain Generalized Point-In-Context Learning for Point Cloud Understanding—0
Bone marrow sparing for cervical cancer radiotherapy on multimodality medical images—0
3DMambaComplete: Exploring Structured State Space Model for Point Cloud Completion—0
Lidar Range Image Compression with Deep Delta Encoding—0
Deep Unsupervised Learning of 3D Point Clouds via Graph Topology Inference and Filtering—0
Deep Point Cloud Reconstruction—0
Hyperbolic-constraint Point Cloud Reconstruction from Single RGB-D Images—0
Headset: Human emotion awareness under partial occlusions multimodal dataset—0
CrossSDF: 3D Reconstruction of Thin Structures From Cross-Sections—0
Automatic Reverse Engineering: Creating computer-aided design (CAD) models from multi-view images—0
LiVisSfM: Accurate and Robust Structure-from-Motion with LiDAR and Visual Cues—0
GarmentGS: Point-Cloud Guided Gaussian Splatting for High-Fidelity Non-Watertight 3D Garment Reconstruction—0
CP-Net: Contour-Perturbed Reconstruction Network for Self-Supervised Point Cloud Learning—0
Argus: Leveraging Multiview Images for Improved 3-D Scene Understanding With Large Language Models—0
Constrained Diffusion Implicit Models—0
GEM3D: GEnerative Medial Abstractions for 3D Shape Synthesis—0
Fast-Image2Point: Towards Real-Time Point Cloud Reconstruction of a Single Image using 3D Supervision—0
Consistency Diffusion Models for Single-Image 3D Reconstruction with Priors—0
Estimating the Diameter at Breast Height of Trees in a Forest With a Single 360 Camera—0
3D Reconstruction of Multiple Objects by mmWave Radar on UAV—0
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