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Overhead vision system for testing swarms and groups of wheeled robots

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Języki publikacji
EN
Abstrakty
EN
The paper describes how to use ArUco markers to determine the position and orientation of wheeled robots in 3D space. it is preceded by a general description on the testbed and a detailed description on the marker detection algorithm along with the camera calibration using the ChaArUco markers. The camera has been described and calibrated using the pinhole camera model, taking into account distortion on the lens. The second part oo the article describes the wheeled robots with their mechanical construction.
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autor
  • Rzeszow University of Technology, Faculty of Mechanical Engineering and Aeronautics
  • Rzeszow University of Technology, Faculty of Mechanical Engineering and Aeronautics
Bibliografia
  • [1] G. Beni, “From Swarm Intelligence to Swarm Robotics”. In: E. Şahin and W. M. Spears, eds., Swarm Robotics, 2005, 1–9, 10.1007/978-3-540-30552-1_1.
  • [2] F. Bergamasco, A. Albarelli, E. Rodolà , and A. Torsello, “RUNE-Tag: A high accuracy fiducial marker with strong occlusion resilience”. In: CVPR 2011, 2011, 113–120, 10.1109/CVPR.2011.5995544.
  • [3] D. H. Douglas and T. K. Peucker, “Algorithms for The Reduction of the Number of Points Required to Represent a Digitized Line or its Caricature”, Cartographica: Int. J. Geogr. Inf. Geovis., vol. 10, no. 2, 1973, 112–122, 10.3138/FM57-6770-U75U-7727.
  • [4] M. Fiala, “ARTag, a fiducial marker system using digital techniques”. In: 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR’05), vol. 2, 2005, 590–596,10.1109/CVPR.2005.74.
  • [5] S. Garrido-Jurado, R. Muñoz-Salinas, F. J. MadridCuevas, and M. J. Marı́n-Jiménez, “Automatic generation and detection of highly reliable fiducial markers under occlusion”, Pattern Recognition, vol. 47, no. 6, 2014, 2280–2292,10.1016/j.patcog.2014.01.005.
  • [6] J. Giergiel and W. Żylski, “Description of motion of a mobile robot by Maggie’s equations”, Journal of Theoretical and Applied Mechanics, vol. 43, no.3, 2005, 511–521.
  • [7] M. Giergiel, Z. Hendzel, and W. Żylski, Modelowanie i sterowanie mobilnych robotów kołowych, Wydawnictwo Naukowe PWN: Warszawa, 2013.
  • [8] A. Lopez-Ceron and J. M. Canas, “Accuracy Analysis of Marker-Based 3D Visual Localization”. In: XXXVII Jornadas de Automatica Workshop, 2016.
  • [9] N. Otsu, “A Threshold Selection Method from Gray-Level Histograms”, IEEE Transactions on Systems, Man, and Cybernetics, vol. 9, no. 1, 1979, 62–66, 10.1109/TSMC.1979.4310076.
  • [10] D. C. Popescu, M. O. Cernaianu, P. Ghenuche, and I. Dumitrache, “An assessment on the accuracy of high precision 3D positioning using planar fiducial markers”. In: 21st International Conference on System Theory, Control and Computing (ICSTCC), 2017, 471–476, 10.1109/ICSTCC.2017.8107079.
  • [11] P. C. Santos, A. Stork, A. Buaes, C. E. Pereira, and J. Jorge, “A real-time low-cost markerbased multiple camera tracking solution for virtual reality applications”, Journal of Real-Time Image Processing, vol. 5, no. 2, 2010, 121–128, 10.1007/s11554-009-0138-9.
  • [12] J. S. Tutak and J. Wiech, “Horizontal Automated Storage and Retrieval System”, Advances in Science and Technology Research Journal, vol. 11, no. 1, 2017, 82–95, 10.12913/22998624/68470.
  • [13] R. S. Xavier, B. M. F. d. Silva, and L. M. G. Gonzalves, “Accuracy Analysis of Augmented Reality Markers for Visual Mapping and Localization”. In: 2017 Workshop of Computer Vision (WVC), 2017, 73–77, 10.1109/WVC.2017.00020.
  • [14] Z. Zhang, “A flexible new technique for camera calibration”, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 22, no. 11, 2000, 1330–1334, 10.1109/34.888718.
Uwagi
Opracowanie rekordu w ramach umowy 509/P-DUN/2018 ze środków MNiSW przeznaczonych na działalność upowszechniającą naukę (2019).
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-142fd926-d9bd-4527-912d-f6159a43edb6
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