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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 5175 of 343 papers

TitleStatusHype
Instant Multi-View Head Capture through Learnable RegistrationCode1
I see you: A Vehicle-Pedestrian Interaction Dataset from Traffic Surveillance CamerasCode1
PlantStereo: A Stereo Matching Benchmark for Plant Surface Dense ReconstructionCode1
BroadTrack: Broadcast Camera Tracking for SoccerCode1
Neural Geometric Parser for Single Image Camera CalibrationCode1
Depth-Aware Multi-Grid Deep Homography Estimation with Contextual CorrelationCode1
Neuromorphic Synergy for Video BinarizationCode1
Leveraging blur information for plenoptic camera calibrationCode1
Deep Learning for Vanishing Point Detection Using an Inverse Gnomonic ProjectionCode1
Monocular 3D Human Pose Estimation for Sports Broadcasts using Partial Sports Field RegistrationCode1
DeepSportradar-v1: Computer Vision Dataset for Sports Understanding with High Quality AnnotationsCode1
SLOPER4D: A Scene-Aware Dataset for Global 4D Human Pose Estimation in Urban EnvironmentsCode1
CTRL-C: Camera calibration TRansformer with Line-ClassificationCode1
MVP-Human Dataset for 3D Human Avatar Reconstruction from Unconstrained FramesCode1
A Reliable Online Method for Joint Estimation of Focal Length and Camera RotationCode1
Multi-View Masked World Models for Visual Robotic ManipulationCode1
CalibRefine: Deep Learning-Based Online Automatic Targetless LiDAR-Camera Calibration with Iterative and Attention-Driven Post-RefinementCode1
Context-Aware 3D Object Localization from Single Calibrated Images: A Study of BasketballsCode1
Multi-View People Detection in Large Scenes via Supervised View-Wise Contribution WeightingCode1
Multi-task Learning for Camera CalibrationCode1
Camera Calibration using a Collimator SystemCode1
Camera Distortion-aware 3D Human Pose Estimation in Video with Optimization-based Meta-LearningCode1
Camera Calibration through Camera Projection LossCode1
3D Surface Reconstruction From Multi-Date Satellite ImagesCode1
Camera Calibration through Geometric Constraints from Rotation and Projection MatricesCode1
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