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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 226250 of 343 papers

TitleStatusHype
PlenoptiCam v1.0: A light-field imaging frameworkCode1
3D Object Localization Using 2D Estimates for Computer Vision Applications0
Deep Monocular Visual Odometry for Ground Vehicle0
A survey on Kornia: an Open Source Differentiable Computer Vision Library for PyTorch0
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 Decomposition0
Online Extrinsic Camera Calibration for Temporally Consistent IPM Using Lane Boundary Observations with a Lane Width Prior0
Modeling the Effects of Windshield Refraction for Camera Calibration0
“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 images0
Self-Calibration Supported Robust Projective Structure-from-Motion0
RGB-D-E: Event Camera Calibration for Fast 6-DOF Object TrackingCode1
End-to-End Camera Calibration for Broadcast Videos0
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 Clouds0
Calculating Pose with Vanishing Points of Visual-Sphere Perspective Model0
Superaccurate Camera Calibration via Inverse RenderingCode1
HeatNet: Bridging the Day-Night Domain Gap in Semantic Segmentation with Thermal Images0
Learning Precise 3D Manipulation from Multiple Uncalibrated Cameras0
On-line non-overlapping camera calibration net0
Self-Supervised Object-in-Gripper Segmentation from Robotic Motions0
Dual-Triplet Metric Learning for Unsupervised Domain Adaptation in Video-Based Face Recognition0
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