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 26–50 of 101 papers

TitleStatusHype
DG-PIC: Domain Generalized Point-In-Context Learning for Point Cloud Understanding—0
fVDB: A Deep-Learning Framework for Sparse, Large-Scale, and High-Performance Spatial IntelligenceCode4
3DMambaComplete: Exploring Structured State Space Model for Point Cloud Completion—0
APC2Mesh: Bridging the gap from occluded building façades to full 3D models—0
Unsupervised Occupancy Learning from Sparse Point CloudCode1
Few-shot point cloud reconstruction and denoising via learned Guassian splats renderings and fine-tuned diffusion featuresCode0
PSS-BA: LiDAR Bundle Adjustment with Progressive Spatial Smoothing—0
GEM3D: GEnerative Medial Abstractions for 3D Shape Synthesis—0
DiffPoint: Single and Multi-view Point Cloud Reconstruction with ViT Based Diffusion Model—0
Headset: Human emotion awareness under partial occlusions multimodal dataset—0
Learnable Chamfer Distance for Point Cloud ReconstructionCode0
DiffPMAE: Diffusion Masked Autoencoders for Point Cloud ReconstructionCode1
Robustifying Generalizable Implicit Shape Networks with a Tunable Non-Parametric ModelCode0
Lightweight super resolution network for point cloud geometry compressionCode1
Polyhedral Surface: Self-supervised Point Cloud Reconstruction Based on Polyhedral Surface—0
Automatic Reverse Engineering: Creating computer-aided design (CAD) models from multi-view images—0
SculptBot: Pre-Trained Models for 3D Deformable Object Manipulation—0
StairNetV3: Depth-aware Stair Modeling using Deep Learning—0
Variational Autoencoding of Dental Point CloudsCode1
PAPR: Proximity Attention Point RenderingCode1
RayMVSNet++: Learning Ray-based 1D Implicit Fields for Accurate Multi-View Stereo—0
Tensorformer: Normalized Matrix Attention Transformer for High-quality Point Cloud ReconstructionCode0
APR: Online Distant Point Cloud Registration Through Aggregated Point Cloud ReconstructionCode1
Energy-Based Sliced Wasserstein DistanceCode1
3D GANs and Latent Space: A comprehensive survey—0
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