Our new X account is live! Follow @wizwand_team for updates
WorkDL logo mark

Flexible Camera Calibration using a Collimator System

About

Camera calibration is a crucial step in photogrammetry and 3D vision applications. This paper introduces a novel camera calibration method using a designed collimator system. Our collimator system provides a reliable and controllable calibration environment for the camera. Exploiting the unique optical geometry property of our collimator system, we introduce an angle invariance constraint and further prove that the relative motion between the calibration target and camera conforms to a spherical motion model. This constraint reduces the original 6DOF relative motion between target and camera to a 3DOF pure rotation motion. Using spherical motion constraint, a closed-form linear solver for multiple images and a minimal solver for two images are proposed for camera calibration. Furthermore, we propose a single collimator image calibration algorithm based on the angle invariance constraint. This algorithm eliminates the requirement for camera motion, providing a novel solution for flexible and fast calibration. The performance of our method is evaluated in both synthetic and real-world experiments, which verify the feasibility of calibration using the collimator system and demonstrate that our method is superior to existing baseline methods. Demo code is available at https://github.com/LiangSK98/CollimatorCalibration

Shunkun Liang, Banglei Guan, Zhenbao Yu, Dongcai Tan, Pengju Sun, Zibin Liu, Qifeng Yu, Yang Shang• 2025

Related benchmarks

TaskDatasetResultRank
Camera calibration and pose estimationCollimator images
Evaluation Error (pixels)0.1207
29
Structure-from-Motionurban sand table
εR (degree)0.3971
5
Camera CalibrationCollimator system images 12mm focal length
Reprojection Error0.2174
4
Camera CalibrationCollimator system images 16mm focal length
Reprojection Error (px)0.2536
4
Camera CalibrationCollimator system images 25mm focal length
Reprojection Error (pixels)0.2923
4
Camera CalibrationCollimator system images 35mm focal length
Reprojection Error (px)0.3118
4
Camera CalibrationCamera C1 (test)
fx4.65e+3
2
Camera CalibrationCamera C2 (test)
fx5.91e+3
2
Camera CalibrationCamera C3 (test)
fx7.53e+3
2
Camera calibration and pose estimationPrinted pattern images--
1
Showing 10 of 10 rows

Other info

Follow for update