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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 1–25 of 101 papers

TitleStatusHype
Argus: Leveraging Multiview Images for Improved 3-D Scene Understanding With Large Language Models—0
Curve-Aware Gaussian Splatting for 3D Parametric Curve ReconstructionCode2
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
VGGT: Visual Geometry Grounded TransformerCode11
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
DSRC: Learning Density-insensitive and Semantic-aware Collaborative Representation against CorruptionsCode1
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
Learning Local Pattern Modularization for Point Cloud Reconstruction from Unseen ClassesCode0
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