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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

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Showing 201–250 of 343 papers

TitleStatusHype
Single View Physical Distance Estimation using Human Pose—0
Calibration and Auto-Refinement for Light Field Cameras—0
How to Calibrate Your Event CameraCode1
Smile Like You Mean It: Driving Animatronic Robotic Face with Learned Models—0
Spherical formulation of geometric motion segmentation constraints in fisheye cameras—0
Computer Vision-based Social Distancing Surveillance Solution with Optional Automated Camera Calibration for Large Scale Deployment—0
Camera Calibration and Player Localization in SoccerNet-v2 and Investigation of their Representations for Action Spotting—0
Wide-Baseline Multi-Camera Calibration using Person Re-Identification—0
AcinoSet: A 3D Pose Estimation Dataset and Baseline Models for Cheetahs in the WildCode1
Optimising the selection of samples for robust lidar camera calibrationCode1
Traffic Camera Calibration via Vehicle Vanishing Point DetectionCode1
Real-Time Surface Fitting to RGBD Sensor Data—0
Camera Calibration with Pose Guidance—0
3D Surface Reconstruction From Multi-Date Satellite ImagesCode1
Three-Dimensional Investigation of the Metric Properties of Parabolic Double Projection Involving Catadioptric Camera—0
VaPiD: A Rapid Vanishing Point Detector via Learned Optimizers—0
Orthographic-Perspective Epipolar Geometry—0
Robust Automatic Monocular Vehicle Speed Estimation for Traffic Surveillance—0
Multi-Channel Auto-Calibration for the Atmospheric Imaging Assembly using Machine LearningCode0
Event Camera Calibration of Per-pixel Biased Contrast ThresholdCode1
Practical Auto-Calibration for Spatial Scene-Understanding from Crowdsourced Dashcamera Videos—0
An Overview of Depth Cameras and Range Scanners Based on Time-of-Flight Technologies—0
Zero-Shot Calibration of Fisheye Cameras—0
PCLs: Geometry-aware Neural Reconstruction of 3D Pose with Perspective Crop LayersCode1
SAMA-VTOL: A new unmanned aircraft system for remotely sensed data collection—0
PlenoptiCam v1.0: A light-field imaging frameworkCode1
3D Object Localization Using 2D Estimates for Computer Vision Applications—0
Deep Monocular Visual Odometry for Ground Vehicle—0
A survey on Kornia: an Open Source Differentiable Computer Vision Library for PyTorchCode0
Noise-Aware Merging of High Dynamic Range Image Stacks without Camera CalibrationCode1
Calibration Venus: An Interactive Camera Calibration Method Based on Search Algorithm and Pose Decomposition—0
Online Extrinsic Camera Calibration for Temporally Consistent IPM Using Lane Boundary Observations with a Lane Width Prior—0
Modeling the Effects of Windshield Refraction for Camera Calibration—0
“Look Ma, no landmarks!” – Unsupervised, Model-based Dense Face AlignmentCode1
Infrastructure-based Multi-Camera Calibration using Radial ProjectionsCode1
Neural Geometric Parser for Single Image Camera CalibrationCode1
Towards Dense People Detection with Deep Learning and Depth images—0
Self-Calibration Supported Robust Projective Structure-from-Motion—0
RGB-D-E: Event Camera Calibration for Fast 6-DOF Object TrackingCode1
End-to-End Camera Calibration for Broadcast Videos—0
What Does Plate Glass Reveal About Camera Calibration?—0
Why Having 10,000 Parameters in Your Camera Model Is Better Than TwelveCode1
3D Object Detection Method Based on YOLO and K-Means for Image and Point Clouds—0
Calculating Pose with Vanishing Points of Visual-Sphere Perspective Model—0
Superaccurate Camera Calibration via Inverse RenderingCode1
HeatNet: Bridging the Day-Night Domain Gap in Semantic Segmentation with Thermal Images—0
Learning Precise 3D Manipulation from Multiple Uncalibrated Cameras—0
On-line non-overlapping camera calibration net—0
Self-Supervised Object-in-Gripper Segmentation from Robotic Motions—0
Dual-Triplet Metric Learning for Unsupervised Domain Adaptation in Video-Based Face Recognition—0
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