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Calibration method for hand-eye system with rotation and translation couplings
- Source :
- Applied optics. 58(20)
- Publication Year :
- 2019
-
Abstract
- This paper develops a novel hand-eye calibration method for hand-eye systems with rotation and translation coupling terms. First, a nonlinear camera model with distortion terms and a model of a hand-eye system with rotation and translation coupling terms are established. Based on a non-linear optimization method and a reverse projection method, a decoupling calibration method for a lower-degree-of-freedom hand-eye system is proposed. Then the path planning for the calibration process is carried out. Based on the analysis of coupling constraints and hand-eye system motion constraints, three types of hand-eye calibration paths with high efficiency and easy operation are developed. In addition, the influence of key parameters on hand-eye calibration accuracy is analyzed. Finally, calibration experiments and parametric influence experiments are carried out. The results demonstrate that the proposed method is effective and practical for calibrating the hand-eye system.
- Subjects :
- Coupling
Computer science
business.industry
Machine vision
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
Astrophysics::Instrumentation and Methods for Astrophysics
Image processing
Translation (geometry)
01 natural sciences
Atomic and Molecular Physics, and Optics
010309 optics
Nonlinear system
Optics
Distortion
0103 physical sciences
Projection method
Calibration
Motion planning
Electrical and Electronic Engineering
business
Engineering (miscellaneous)
Algorithm
Rotation (mathematics)
Parametric statistics
Camera resectioning
Subjects
Details
- ISSN :
- 15394522
- Volume :
- 58
- Issue :
- 20
- Database :
- OpenAIRE
- Journal :
- Applied optics
- Accession number :
- edsair.doi.dedup.....9d49aa268077b6a435967183fed5212c