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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 101150 of 343 papers

TitleStatusHype
Context-Aware 3D Object Localization from Single Calibrated Images: A Study of BasketballsCode1
GPU Accelerated Color Correction and Frame Warping for Real-time Video Stitching0
Self-Supervised Online Camera Calibration for Automated Driving and Parking Applications0
3D Gaussian Splatting for Real-Time Radiance Field RenderingCode6
Homography Estimation in Complex Topological Scenes0
DNA-Rendering: A Diverse Neural Actor Repository for High-Fidelity Human-centric RenderingCode2
RCDN -- Robust X-Corner Detection Algorithm based on Advanced CNN Model0
A Synthetic Benchmarking Pipeline to Compare Camera Calibration Algorithms0
Camera Calibration from a Single Imaged Ellipsoid: A Moon Calibration Algorithm0
SyMFM6D: Symmetry-aware Multi-directional Fusion for Multi-View 6D Object Pose EstimationCode1
Tame a Wild Camera: In-the-Wild Monocular Camera CalibrationCode1
Geometric Wide-Angle Camera Calibration: A Review and Comparative Study0
Instant Multi-View Head Capture through Learnable RegistrationCode1
BU-CVKit: Extendable Computer Vision Framework for Species Independent Tracking and Analysis0
Calib-Anything: Zero-training LiDAR-Camera Extrinsic Calibration Method Using Segment AnythingCode2
Unsupervised Multi-view Pedestrian Detection0
Automated Static Camera Calibration with Intelligent VehiclesCode0
Neural Lens Modeling0
Monocular 3D Human Pose Estimation for Sports Broadcasts using Partial Sports Field RegistrationCode1
Deep Single Image Camera Calibration by Heatmap Regression to Recover Fisheye Images Under Manhattan World Assumption0
Deep Learning for Camera Calibration and Beyond: A SurveyCode2
SLOPER4D: A Scene-Aware Dataset for Global 4D Human Pose Estimation in Urban EnvironmentsCode1
Quantifying Jump Height Using Markerless Motion Capture with a Single Smartphone0
Camera Calibration without Camera Access -- A Robust Validation Technique for Extended PnP Methods0
CCDN: Checkerboard Corner Detection Network for Robust Camera Calibration0
SurgT challenge: Benchmark of Soft-Tissue Trackers for Robotic SurgeryCode1
Multi-View Masked World Models for Visual Robotic ManipulationCode1
Benchmarking Robustness in Neural Radiance Fields0
Equivalence of Two Expressions of Principal Line0
PMODE: Prototypical Mask based Object Dimension Estimation0
From a Bird's Eye View to See: Joint Camera and Subject Registration without the Camera CalibrationCode1
Learning Markerless Robot-Depth Camera Calibration and End-Effector Pose Estimation0
Perspective Fields for Single Image Camera CalibrationCode2
Single image calibration using knowledge distillation approaches0
Motion estimation for fisheye video sequences combining perspective projection with camera calibration information0
Multi-task Learning for Camera CalibrationCode1
PLIKS: A Pseudo-Linear Inverse Kinematic Solver for 3D Human Body EstimationCode0
Astrometric Calibration and Source Characterisation of the Latest Generation Neuromorphic Event-based Cameras for Space ImagingCode0
AligNeRF: High-Fidelity Neural Radiance Fields via Alignment-Aware Training0
I see you: A Vehicle-Pedestrian Interaction Dataset from Traffic Surveillance CamerasCode1
Enhanced Low-resolution LiDAR-Camera Calibration Via Depth Interpolation and Supervised Contrastive Learning0
Multi-Camera Calibration Free BEV Representation for 3D Object Detection0
SoccerNet 2022 Challenges ResultsCode1
Non-learning Stereo-aided Depth Completion under Mis-projection via Selective Stereo Matching0
Neural Implicit Surface Reconstruction from Noisy Camera Observations0
MARIO: Modular and Extensible Architecture for Computing Visual Statistics in RoboCup SPLCode0
KaliCalib: A Framework for Basketball Court Registration0
Online Marker-free Extrinsic Camera Calibration using Person Keypoint DetectionsCode1
A Deep Perceptual Measure for Lens and Camera Calibration0
DeepSportradar-v1: Computer Vision Dataset for Sports Understanding with High Quality AnnotationsCode1
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