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Research on the Hand-eye calibration Method Based on Monocular Robot

Shichao Deng, Feng Mei, Long Yang, Chenguang Liang, Yingliang Jiang, Gaoxing Yu, Yihai Chen

2021Journal of Physics Conference Series12 citationsDOIOpen Access PDF

Abstract

Abstract The measurement system is composed of a single camera and a manipulator, and the conversion relationship between the manipulator tool coordinate system and the camera coordinate system is one of the key technologies of the system. This paper proposes a unit octet hand-eye calibration algorithm, which has better accuracy and anti-noise ability. This algorithm combines the characteristics of data on SO(4) on the basis of traditional dual quaternion, and establishes the conversion equation of AX=XB in combination with robot kinematics, and realizes the eye calibration of the manipulator. Compared with the traditional dual quaternion algorithm, the speed is faster, the robustness is good, and it has better stability and practicability.

Topics & Concepts

QuaternionRobustness (evolution)Computer visionArtificial intelligenceComputer scienceCoordinate systemCamera resectioningRobotKinematicsCalibrationRobot calibrationControl theory (sociology)Robot kinematicsMathematicsMobile robotBiochemistryChemistryStatisticsGeneClassical mechanicsControl (management)PhysicsGeometryAdvanced Vision and ImagingOptical measurement and interference techniquesRobotic Mechanisms and Dynamics
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