Proceedings of the 2017 2nd International Conference on Automation, Mechanical and Electrical Engineering (AMEE 2017)

Space Teleoperation Visual Recognition System Using a Novel Pattern Recognition Technique

Authors
Mingming Wang
Corresponding Author
Mingming Wang
Available Online September 2017.
DOI
https://doi.org/10.2991/amee-17.2017.46How to use a DOI?
Keywords
recognition; teleoperation; hand-eye calibration; camera calibration
Abstract

A Space Teleoperation Visual Recognition System is developed. It is used to recognize an object and measure the 3D pose. A highly efficient no iterative approach is used to calculator the external parameters in camera calibration. It divides all reference points into 3-point subsets in order to achieve a series of fourth order polynomials. The optimal solution is determined by solving the roots of the derivative of the cost function. Laser tracker is used to measure accurately the coordinate system of the robot, the end of the robot arm and the 3D target, then the hand-eye relation matrix is calculated based on these measurement results and external camera parameters. Then, we propose a novel pattern recognition technique to show how to reduce the dimensionality by utilizing group and convexity model. The performance of this visual system is tested in a space robot prototype.

Copyright
© 2017, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the 2017 2nd International Conference on Automation, Mechanical and Electrical Engineering (AMEE 2017)
Series
Advances in Engineering Research
Publication Date
September 2017
ISBN
978-94-6252-393-7
ISSN
2352-5401
DOI
https://doi.org/10.2991/amee-17.2017.46How to use a DOI?
Copyright
© 2017, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - Mingming Wang
PY  - 2017/09
DA  - 2017/09
TI  - Space Teleoperation Visual Recognition System Using a Novel Pattern Recognition Technique
BT  - Proceedings of the 2017 2nd International Conference on Automation, Mechanical and Electrical Engineering (AMEE 2017)
PB  - Atlantis Press
SP  - 224
EP  - 227
SN  - 2352-5401
UR  - https://doi.org/10.2991/amee-17.2017.46
DO  - https://doi.org/10.2991/amee-17.2017.46
ID  - Wang2017/09
ER  -