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Three-Dimensional Urban-Type Scene Representation in Vision System of Unmanned Flying Vehicles

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Artificial Intelligence and Soft Computing (ICAISC 2014)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 8467))

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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.

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References

  1. 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)

    Google Scholar 

  2. 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)

    Chapter  Google Scholar 

  3. 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)

    Article  Google Scholar 

  4. 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)

    Article  Google Scholar 

  5. Flasiński, M.: On the parsing of deterministic graph languages for syntactic pattern recognition. Pattern Recognition 26, 1–16 (1993)

    Article  MathSciNet  Google Scholar 

  6. 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)

    Article  Google Scholar 

  7. 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)

    Google Scholar 

  8. 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)

    Google Scholar 

  9. Skomorowski, M.: Use of random graph parsing for scene labeling by probabilistic relaxation. Pattern Recognition Letters 20, 949–956 (1999)

    Article  Google Scholar 

  10. Skomorowski, M.: Syntactic recognition of syntactic patterns by means of random graph parsing. Pattern Recognition Letters 28, 572–581 (2006)

    Article  Google Scholar 

  11. Tadeusiewicz, R.: Vision Systems of Industrial Robots. WNT, Warszawa (1992)

    Google Scholar 

  12. Tadeusiewicz, R.: A visual navigation system for a mobile robot with limited computational requirements. Problemy Eksploatacji 4, 205–218 (2008)

    Google Scholar 

  13. Tadeusiewicz, R., Flasiński, M.: Pattern Recognition. Polish Scientific Publishers PWN, Warsaw (1991)

    Google Scholar 

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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

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  • 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)

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