Abstract
In this paper a vision system for autonomous flying agents is considered in the context of industrial inspection tasks performed by unmanned aerial vehicles. A syntactic algorithm of a three-dimensional scene representation is proposed. The algorithm of creating three-dimensional single object representation has been tested by using artificial data. It has turned out to be effective.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Bielecka, M., Skomorowski, M., Bielecki, A.: Fuzzy syntactic approach to pattern recognition and scene analysis. In: Proceedings of the 4th International Conference on Informatics in Control, Automatics and Robotics ICINCO 2007, ICSO Intelligent Control Systems and Optimization, Robotics and Automation, vol. 1, pp. 29–35 (2007)
Bielecki, A., Buratowski, T., Śmigielski, P.: Syntactic algorithm of two-dimensional scene analysis for unmanned flying vehicles. In: Bolc, L., Tadeusiewicz, R., Chmielewski, L.J., Wojciechowski, K. (eds.) ICCVG 2012. LNCS, vol. 7594, pp. 304–312. Springer, Heidelberg (2012)
Bielecki, A., Buratowski, T., Śmigielski, P.: Recognition of two-dimensional representation of urban environment for autonomous flying agents. Expert Systems with Applications 40, 3623–3633 (2013)
Filliat, D., Mayer, J.A.: Map-based navigation in mobile robots. A review of localization strategies. Journal of Cognitive Systems Research 4, 243–283 (2003)
Flasiński, M.: On the parsing of deterministic graph languages for syntactic pattern recognition. Pattern Recognition 26, 1–16 (1993)
Muratet, L., Doncieux, S., Briere, Y., Meyer, J.A.: A contribution to vision-based autonomous helicopter flight in urban environments. Robotics and Autonomous Systems 50, 195–229 (2005)
Pederson, L., Kortencamp, D., Wettergreen, D., Nourbakhsh, I.: A survey of space robotics. In: Proceedings of the 7th International Symposium on Artificial Intelligence, Robotics, and Automation in Space, Munich, Germany (2003)
Sinopoli, B., Micheli, M., Donato, G., Koo, T.J.: Vision based navigation for an unmanned aerial vehicle. In: Proceedings of the International Conference on Robotics and Automation ICRA, vol. 2, pp. 1757–1764 (2001)
Skomorowski, M.: Use of random graph parsing for scene labeling by probabilistic relaxation. Pattern Recognition Letters 20, 949–956 (1999)
Skomorowski, M.: Syntactic recognition of syntactic patterns by means of random graph parsing. Pattern Recognition Letters 28, 572–581 (2006)
Tadeusiewicz, R.: Vision Systems of Industrial Robots. WNT, Warszawa (1992)
Tadeusiewicz, R.: A visual navigation system for a mobile robot with limited computational requirements. Problemy Eksploatacji 4, 205–218 (2008)
Tadeusiewicz, R., Flasiński, M.: Pattern Recognition. Polish Scientific Publishers PWN, Warsaw (1991)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2014 Springer International Publishing Switzerland
About this paper
Cite this paper
Bielecki, A., Buratowski, T., Śmigielski, P. (2014). Three-Dimensional Urban-Type Scene Representation in Vision System of Unmanned Flying Vehicles. In: Rutkowski, L., Korytkowski, M., Scherer, R., Tadeusiewicz, R., Zadeh, L.A., Zurada, J.M. (eds) Artificial Intelligence and Soft Computing. ICAISC 2014. Lecture Notes in Computer Science(), vol 8467. Springer, Cham. https://doi.org/10.1007/978-3-319-07173-2_56
Download citation
DOI: https://doi.org/10.1007/978-3-319-07173-2_56
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-07172-5
Online ISBN: 978-3-319-07173-2
eBook Packages: Computer ScienceComputer Science (R0)