SOTAVerified

Image to Point Cloud Registration

Given a query image and a scene of point cloud, get the camera pose according to them.

Papers

Showing 122 of 22 papers

TitleStatusHype
Colmap-PCD: An Open-source Tool for Fine Image-to-point cloud RegistrationCode2
FreeReg: Image-to-Point Cloud Registration Leveraging Pretrained Diffusion Models and Monocular Depth EstimatorsCode2
Learning general and distinctive 3D local deep descriptors for point cloud registrationCode1
Addressing the generalization of 3D registration methods with a featureless baseline and an unbiased benchmarkCode1
DeepI2P: Image-to-Point Cloud Registration via Deep ClassificationCode1
EP2P-Loc: End-to-End 3D Point to 2D Pixel Localization for Large-Scale Visual LocalizationCode1
CorrI2P: Deep Image-to-Point Cloud Registration via Dense CorrespondenceCode1
TFCT-I2P: Three stream fusion network with color aware transformer for image-to-point cloud registrationCode1
Implicit Correspondence Learning for Image-to-Point Cloud RegistrationCode1
GeoTransformer: Fast and Robust Point Cloud Registration with Geometric TransformerCode0
3D Path Planning from a Single 2D Fluoroscopic Image for Robot Assisted Fenestrated Endovascular Aortic RepairCode0
TrafficLoc: Localizing Traffic Surveillance Cameras in 3D Scenes0
CMR-Agent: Learning a Cross-Modal Agent for Iterative Image-to-Point Cloud Registration0
Bridge 2D-3D: Uncertainty-aware Hierarchical Registration Network with Domain Alignment0
CA-I2P: Channel-Adaptive Registration Network with Global Optimal Selection0
Quantity-Aware Coarse-to-Fine Correspondence for Image-to-Point Cloud Registration0
CoFiI2P: Coarse-to-Fine Correspondences for Image-to-Point Cloud Registration0
End-to-end 2D-3D Registration between Image and LiDAR Point Cloud for Vehicle Localization0
Go-ICP: A Globally Optimal Solution to 3D ICP Point-Set Registration0
GraphI2P: Image-to-Point Cloud Registration with Exploring Pattern of Correspondence via Graph Learning0
SC2-PCR: A Second Order Spatial Compatibility for Efficient and Robust Point Cloud Registration0
MaFreeI2P: A Matching-Free Image-to-Point Cloud Registration Paradigm with Active Camera Pose Retrieval0
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