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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 101125 of 343 papers

TitleStatusHype
Implementation of a Zed 2i Stereo Camera for High-Frequency Shoreline Change and Coastal Elevation Monitoring0
DF-Calib: Targetless LiDAR-Camera Calibration via Depth Flow0
AlignDiff: Learning Physically-Grounded Camera Alignment via Diffusion0
Blind Augmentation: Calibration-free Camera Distortion Model Estimation for Real-time Mixed-reality ConsistencyCode0
High-precision visual navigation device calibration method based on collimator0
Spatiotemporal Multi-Camera Calibration using Freely Moving People0
CoL3D: Collaborative Learning of Single-view Depth and Camera Intrinsics for Metric 3D Shape Recovery0
Automated intrinsic/extrinsic PTZ camera calibration using mobile LiDAR data0
What Really Matters for Learning-based LiDAR-Camera Calibration0
Automatic Calibration of a Multi-Camera System with Limited Overlapping Fields of View for 3D Surgical Scene Reconstruction0
Deep-BrownConrady: Prediction of Camera Calibration and Distortion Parameters Using Deep Learning and Synthetic Data0
AnyMap: Learning a General Camera Model for Structure-from-Motion with Unknown Distortion in Dynamic Scenes0
CaMuViD: Calibration-Free Multi-View Detection0
LUCES-MV: A Multi-View Dataset for Near-Field Point Light Source Photometric Stereo0
Data Fusion of Semantic and Depth Information in the Context of Object Detection0
MCBLT: Multi-Camera Multi-Object 3D Tracking in Long Videos0
RoMo: Robust Motion Segmentation Improves Structure from Motion0
PreF3R: Pose-Free Feed-Forward 3D Gaussian Splatting from Variable-length Image Sequence0
Rotating-star Pattern for Camera Calibration0
Lane Detection System for Driver Assistance in Vehicles0
Robust Incremental Structure-from-Motion with Hybrid Features0
Camera Calibration and Stereo via a Single Image of a Spherical Mirror0
SOFI: Multi-Scale Deformable Transformer for Camera Calibration with Enhanced Line QueriesCode0
Assessment of Submillimeter Precision via Structure from Motion Technique in Close-Range Capture Environments0
Validation & Exploration of Multimodal Deep-Learning Camera-Lidar Calibration models0
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