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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 125 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
Unbiased Estimator for Distorted Conics in Camera CalibrationCode3
Camera Calibration via Circular Patterns: A Comprehensive Framework with Measurement Uncertainty and Unbiased Projection ModelCode3
MUSt3R: Multi-view Network for Stereo 3D ReconstructionCode3
SoccerNet Game State Reconstruction: End-to-End Athlete Tracking and Identification on a MinimapCode3
DiffCalib: Reformulating Monocular Camera Calibration as Diffusion-Based Dense Incident Map GenerationCode2
DNA-Rendering: A Diverse Neural Actor Repository for High-Fidelity Human-centric RenderingCode2
SoccerTrack: A Dataset and Tracking Algorithm for Soccer With Fish-Eye and Drone VideosCode2
Perspective Fields for Single Image Camera CalibrationCode2
Deep Learning for Camera Calibration and Beyond: A SurveyCode2
Simultaneously Recovering Multi-Person Meshes and Multi-View Cameras with Human SemanticsCode2
MC-Calib: A generic and robust calibration toolbox for multi-camera systemsCode2
AnyCalib: On-Manifold Learning for Model-Agnostic Single-View Camera CalibrationCode2
Enhancing Soccer Camera Calibration Through Keypoint ExploitationCode2
Calib-Anything: Zero-training LiDAR-Camera Extrinsic Calibration Method Using Segment AnythingCode2
PnLCalib: Sports Field Registration via Points and Lines OptimizationCode2
Boost 3D Reconstruction using Diffusion-based Monocular Camera CalibrationCode2
Camera Calibration through Camera Projection LossCode1
AcinoSet: A 3D Pose Estimation Dataset and Baseline Models for Cheetahs in the WildCode1
Camera Calibration through Geometric Constraints from Rotation and Projection MatricesCode1
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