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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

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Showing 101–150 of 343 papers

TitleStatusHype
Implementation of a Zed 2i Stereo Camera for High-Frequency Shoreline Change and Coastal Elevation Monitoring—0
DF-Calib: Targetless LiDAR-Camera Calibration via Depth Flow—0
AlignDiff: Learning Physically-Grounded Camera Alignment via Diffusion—0
Blind Augmentation: Calibration-free Camera Distortion Model Estimation for Real-time Mixed-reality ConsistencyCode0
High-precision visual navigation device calibration method based on collimator—0
Spatiotemporal Multi-Camera Calibration using Freely Moving People—0
CoL3D: Collaborative Learning of Single-view Depth and Camera Intrinsics for Metric 3D Shape Recovery—0
Automated intrinsic/extrinsic PTZ camera calibration using mobile LiDAR data—0
What Really Matters for Learning-based LiDAR-Camera Calibration—0
Automatic Calibration of a Multi-Camera System with Limited Overlapping Fields of View for 3D Surgical Scene Reconstruction—0
Deep-BrownConrady: Prediction of Camera Calibration and Distortion Parameters Using Deep Learning and Synthetic Data—0
AnyMap: Learning a General Camera Model for Structure-from-Motion with Unknown Distortion in Dynamic Scenes—0
CaMuViD: Calibration-Free Multi-View Detection—0
LUCES-MV: A Multi-View Dataset for Near-Field Point Light Source Photometric Stereo—0
Data Fusion of Semantic and Depth Information in the Context of Object Detection—0
MCBLT: Multi-Camera Multi-Object 3D Tracking in Long Videos—0
RoMo: Robust Motion Segmentation Improves Structure from Motion—0
PreF3R: Pose-Free Feed-Forward 3D Gaussian Splatting from Variable-length Image Sequence—0
Rotating-star Pattern for Camera Calibration—0
Lane Detection System for Driver Assistance in Vehicles—0
Robust Incremental Structure-from-Motion with Hybrid Features—0
Camera Calibration and Stereo via a Single Image of a Spherical Mirror—0
Assessment of Submillimeter Precision via Structure from Motion Technique in Close-Range Capture Environments—0
SOFI: Multi-Scale Deformable Transformer for Camera Calibration with Enhanced Line QueriesCode0
Validation & Exploration of Multimodal Deep-Learning Camera-Lidar Calibration models—0
Online Refractive Camera Model Calibration in Visual Inertial Odometry—0
In Flight Boresight Rectification for Lightweight Airborne Pushbroom Imaging Spectrometry—0
Variation of Camera Parameters due to Common Physical Changes in Focal Length and Camera Pose—0
LiFCal: Online Light Field Camera Calibration via Bundle Adjustment—0
Adapting Skills to Novel Grasps: A Self-Supervised Approach—0
CalibRBEV: Multi-Camera Calibration via ReversedBird's-eye-view Representations for Autonomous Driving.—0
An Online Approach and Evaluation Method for Tracking People Across Cameras in Extremely Long Video Sequence—0
A Calibration Tool for Refractive Underwater Vision—0
CasCalib: Cascaded Calibration for Motion Capture from Sparse Unsynchronized CamerasCode0
Reviewing Intelligent Cinematography: AI research for camera-based video production—0
Motor Focus: Fast Ego-Motion Prediction for Assistive Visual NavigationCode0
ESC: Evolutionary Stitched Camera Calibration in the Wild—0
A Universal Protocol to Benchmark Camera Calibration for Sports—0
Driver Attention Tracking and Analysis—0
RoGUENeRF: A Robust Geometry-Consistent Universal Enhancer for NeRF—0
Robust Surgical Tool Tracking with Pixel-based Probabilities for Projected Geometric Primitives—0
Single-image camera calibration with model-free distortion correction—0
One2Avatar: Generative Implicit Head Avatar For Few-shot User Adaptation—0
The Influence of Autofocus Lenses in the Camera Calibration Process—0
Application of 2D Homography for High Resolution Traffic Data Collection using CCTV Cameras—0
Camera calibration for the surround-view system: a benchmark and dataset—0
Trajectory Approximation of Video Based on Phase Correlation for Forward Facing Camera—0
CalibFormer: A Transformer-based Automatic LiDAR-Camera Calibration Network—0
Consistent4D: Consistent 360° Dynamic Object Generation from Monocular Video—0
Toward Planet-Wide Traffic Camera Calibration—0
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