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Camera Calibration

Camera calibration involves estimating camera parameters(including camera intrinsics and extrinsics) to infer geometric features from captured sequences, which is crucial for computer vision and robotics. Driven by different architectures of the neural network, the researchers have developed two main paradigms for learning-based camera calibration and its applications. One is Regression-based Calibration,Reconstruction-based Calibration is another.

Papers

Showing 2650 of 343 papers

TitleStatusHype
Depth-Aware Multi-Grid Deep Homography Estimation with Contextual CorrelationCode1
AcinoSet: A 3D Pose Estimation Dataset and Baseline Models for Cheetahs in the WildCode1
BabelCalib: A Universal Approach to Calibrating Central CamerasCode1
Deep Learning for Vanishing Point Detection Using an Inverse Gnomonic ProjectionCode1
EdgeCalib: Multi-Frame Weighted Edge Features for Automatic Targetless LiDAR-Camera CalibrationCode1
Dynamic Event Camera CalibrationCode1
Multi-task Learning for Camera CalibrationCode1
“Look Ma, no landmarks!” – Unsupervised, Model-based Dense Face AlignmentCode1
Context-Aware 3D Object Localization from Single Calibrated Images: A Study of BasketballsCode1
L2E: Lasers to Events for 6-DoF Extrinsic Calibration of Lidars and Event CamerasCode1
TVCalib: Camera Calibration for Sports Field Registration in SoccerCode1
Camera Calibration using a Collimator SystemCode1
Instant Multi-View Head Capture through Learnable RegistrationCode1
Kornia: an Open Source Differentiable Computer Vision Library for PyTorchCode1
Monocular 3D Human Pose Estimation for Sports Broadcasts using Partial Sports Field RegistrationCode1
I see you: A Vehicle-Pedestrian Interaction Dataset from Traffic Surveillance CamerasCode1
Camera Distortion-aware 3D Human Pose Estimation in Video with Optimization-based Meta-LearningCode1
CalibRefine: Deep Learning-Based Online Automatic Targetless LiDAR-Camera Calibration with Iterative and Attention-Driven Post-RefinementCode1
CTRL-C: Camera calibration TRansformer with Line-ClassificationCode1
Learning-Based Framework for Camera Calibration with Distortion Correction and High Precision Feature DetectionCode1
Leveraging blur information for plenoptic camera calibrationCode1
How to Calibrate Your Event CameraCode1
Extrinsic Camera Calibration with Semantic SegmentationCode1
DeepSportradar-v1: Computer Vision Dataset for Sports Understanding with High Quality AnnotationsCode1
Camera Calibration through Camera Projection LossCode1
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