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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 151175 of 343 papers

TitleStatusHype
Extrinsic Camera Calibration with Semantic SegmentationCode1
A Reliable Online Method for Joint Estimation of Focal Length and Camera RotationCode1
TVCalib: Camera Calibration for Sports Field Registration in SoccerCode1
Multi-View Object Pose Refinement With Differentiable Renderer0
L2E: Lasers to Events for 6-DoF Extrinsic Calibration of Lidars and Event CamerasCode1
Visualizing and Alleviating the Effect of Radial Distortion on Camera Calibration Using Principal Lines0
SoccerTrack: A Dataset and Tracking Algorithm for Soccer With Fish-Eye and Drone VideosCode2
Economical Precise Manipulation and Auto Eye-Hand Coordination with Binocular Visual Reinforcement Learning0
Cross-View Cross-Scene Multi-View Crowd Counting0
MVP-Human Dataset for 3D Human Avatar Reconstruction from Unconstrained FramesCode1
Pose correction scheme for camera-scanning Fourier ptychography based on camera calibration and homography transform0
An Interactive Image-based Modeling System0
CenterLoc3D: Monocular 3D Vehicle Localization Network for Roadside Surveillance Cameras0
Open-VICO: An Open-Source Gazebo Toolkit for Vision-based Skeleton Tracking in Human-Robot Collaboration0
Creating Realistic Ground Truth Data for the Evaluation of Calibration Methods for Plenoptic and Conventional CamerasCode0
Comprehensive Analysis of the Object Detection Pipeline on UAVsCode0
TEScalib: Targetless Extrinsic Self-Calibration of LiDAR and Stereo Camera for Automated Driving Vehicles with Uncertainty Analysis0
Spatio-Temporal Outdoor Lighting Aggregation on Image Sequences using Transformer Networks0
Learning-Based Framework for Camera Calibration with Distortion Correction and High Precision Feature DetectionCode1
MC-Calib: A generic and robust calibration toolbox for multi-camera systemsCode2
Camera Pose Estimation Using Implicit Distortion Models0
A Unified Model for Line Projections in Catadioptric Cameras With Rotationally Symmetric MirrorsCode0
Video-Based Reconstruction of the Trajectories Performed by Skiers0
Long-Range Thermal 3D Perception in Low Contrast Environments0
Self-Supervised Camera Self-Calibration from Video0
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