ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
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Articles | Volume XI-2-2026
https://doi.org/10.5194/isprs-annals-XI-2-2026-705-2026
https://doi.org/10.5194/isprs-annals-XI-2-2026-705-2026
03 Jul 2026
 | 03 Jul 2026

A Novel Camera-to-Robot Calibration Method for Vision-Based Floor Measurements

Jan Andre Rudolph, Dennis Haitz, and Markus Ulrich

Keywords: Robot Positioning, Robot-Camera-Calibration, Autonomous Guided Vehicle, Machine Vision, Industrial Surveying

Abstract. A novel hand–eye calibration method for ground-observing mobile robots is proposed. While cameras on mobile robots are common, they are rarely used for ground-observing measurement tasks. Laser trackers are increasingly used in robotics for precise localization. A referencing plate is designed to combine the two measurement modalities of laser tracker 3D metrology and camera-based 2D imaging. It incorporates reflector nests for pose acquisition using a laser tracker and a camera calibration target that is observed by the robot-mounted camera. The procedure comprises estimating the plate pose, the plate—camera pose, and the robot pose, followed by computing the robot—camera transformation. Experiments indicate sub-millimeter repeatability.

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