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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 150 of 343 papers

TitleStatusHype
3D Gaussian Splatting for Real-Time Radiance Field RenderingCode6
VGGSfM: Visual Geometry Grounded Deep Structure From MotionCode5
DUSt3R: Geometric 3D Vision Made EasyCode5
MV-DUSt3R+: Single-Stage Scene Reconstruction from Sparse Views In 2 SecondsCode4
Generalizable Humanoid Manipulation with 3D Diffusion PoliciesCode4
DROID-Splat: Combining end-to-end SLAM with 3D Gaussian SplattingCode3
Camera Calibration via Circular Patterns: A Comprehensive Framework with Measurement Uncertainty and Unbiased Projection ModelCode3
SoccerNet Game State Reconstruction: End-to-End Athlete Tracking and Identification on a MinimapCode3
MUSt3R: Multi-view Network for Stereo 3D ReconstructionCode3
Unbiased Estimator for Distorted Conics in Camera CalibrationCode3
DNA-Rendering: A Diverse Neural Actor Repository for High-Fidelity Human-centric RenderingCode2
DiffCalib: Reformulating Monocular Camera Calibration as Diffusion-Based Dense Incident Map GenerationCode2
AnyCalib: On-Manifold Learning for Model-Agnostic Single-View Camera CalibrationCode2
Enhancing Soccer Camera Calibration Through Keypoint ExploitationCode2
Deep Learning for Camera Calibration and Beyond: A SurveyCode2
PnLCalib: Sports Field Registration via Points and Lines OptimizationCode2
Calib-Anything: Zero-training LiDAR-Camera Extrinsic Calibration Method Using Segment AnythingCode2
SoccerTrack: A Dataset and Tracking Algorithm for Soccer With Fish-Eye and Drone VideosCode2
Perspective Fields for Single Image Camera CalibrationCode2
Boost 3D Reconstruction using Diffusion-based Monocular Camera CalibrationCode2
Simultaneously Recovering Multi-Person Meshes and Multi-View Cameras with Human SemanticsCode2
MC-Calib: A generic and robust calibration toolbox for multi-camera systemsCode2
EdgeCalib: Multi-Frame Weighted Edge Features for Automatic Targetless LiDAR-Camera CalibrationCode1
AcinoSet: A 3D Pose Estimation Dataset and Baseline Models for Cheetahs in the WildCode1
Dynamic Event Camera CalibrationCode1
DeepSportradar-v1: Computer Vision Dataset for Sports Understanding with High Quality AnnotationsCode1
BabelCalib: A Universal Approach to Calibrating Central CamerasCode1
Depth-Aware Multi-Grid Deep Homography Estimation with Contextual CorrelationCode1
Dynamic Multi-Person Mesh Recovery From Uncalibrated Multi-View CamerasCode1
E-3DGS: Gaussian Splatting with Exposure and Motion EventsCode1
Multi-task Learning for Camera CalibrationCode1
“Look Ma, no landmarks!” – Unsupervised, Model-based Dense Face AlignmentCode1
Kornia: an Open Source Differentiable Computer Vision Library for PyTorchCode1
Learning-Based Framework for Camera Calibration with Distortion Correction and High Precision Feature DetectionCode1
I see you: A Vehicle-Pedestrian Interaction Dataset from Traffic Surveillance CamerasCode1
Camera Calibration using a Collimator SystemCode1
CTRL-C: Camera calibration TRansformer with Line-ClassificationCode1
TVCalib: Camera Calibration for Sports Field Registration in SoccerCode1
Monocular 3D Human Pose Estimation for Sports Broadcasts using Partial Sports Field RegistrationCode1
Camera Calibration through Geometric Constraints from Rotation and Projection MatricesCode1
Camera Distortion-aware 3D Human Pose Estimation in Video with Optimization-based Meta-LearningCode1
How to Calibrate Your Event CameraCode1
Improvements to Target-Based 3D LiDAR to Camera CalibrationCode1
L2E: Lasers to Events for 6-DoF Extrinsic Calibration of Lidars and Event CamerasCode1
Leveraging blur information for plenoptic camera calibrationCode1
Context-Aware 3D Object Localization from Single Calibrated Images: A Study of BasketballsCode1
Extrinsic Camera Calibration with Semantic SegmentationCode1
CalibRefine: Deep Learning-Based Online Automatic Targetless LiDAR-Camera Calibration with Iterative and Attention-Driven Post-RefinementCode1
Deep Learning for Vanishing Point Detection Using an Inverse Gnomonic ProjectionCode1
From a Bird's Eye View to See: Joint Camera and Subject Registration without the Camera CalibrationCode1
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