PL EN


Preferences help
enabled [disable] Abstract
Number of results
2013 | 124 | 3 | 509-512
Article title

Pattern Recognition Algorithm for Eye Tracker Sensor Video Data Analysis

Content
Title variants
Languages of publication
EN
Abstracts
EN
The aim of the paper is to discuss research conducted at the Military University of Technology as well as the Military Institute of Aviation Medicine. The essence of the research is to develop a pattern recognition algorithm for the analysis of data received from an eye tracker sensor. Data analysis can be done using computer vision algorithms. In the article the state of the art pattern recognition algorithms were presented. Particular attention was paid to the possibilities and limitations of their use. The main part of the paper is the presentation of the author's pattern recognition algorithm. In the paper we have also shown the results obtained by other techniques of image processing, which are frequently used to determine the position of the pupil of the eye on the image.
Keywords
EN
Year
Volume
124
Issue
3
Pages
509-512
Physical description
Dates
published
2013-09
References
  • [1] K. Barczak, T. Pustelny, D. Dorosz, J. Dorosz, Europ. Phys. J., Spec Top. 154, 11 (2008)
  • [2] M. Życzkowski, Acta Phys. Pol. A 122, 933 (2012)
  • [3] G. Konieczny, Z. Opilski, T. Pustelny, E. Maciak, Acta Phys. Pol. A 116, 344 (2009)
  • [4] G. Konieczny, T. Pustelny, Acta Phys. Pol. A 122, 962 (2012)
  • [5] K. Różanowski, K. Murawski, Acta Phys. Pol. A 122, 874 (2012)
  • [6] K. Murawski, R. Różycki, P. Murawski, A. Matyja, M. Rękas, Acta Phys. Pol. A 124, 517 (2013)
  • [7] M. Piszczek, M. Kowalski, M. Szustakowski, K. Rutyna, K. Ludwikowski, Acta Phys. Pol. A 122, 862 (2012)
  • [8] M. Piszczek, M. Kowalski, M. Szustakowski, Acta Phys. Pol. A 120, 720 (2011)
  • [9] K. Murawski, Przegląd Elektrotechniczny 9, 184 (2010) (in Polish)
  • [10] K. Murawski, in: Proc. XV Int. Conf. on Methods and Models in Automation and Robotics (MMAR), Międzyzdroje (Poland), 2010, p. 356
  • [11] M. Böhme, A. Meyer, T. Martinetz, E. Barth, in: Proc. II Conf. on Communication by Gaze Interaction - COGAIN, Turin (Italy), 2006, p. 1
  • [12] M. Piszczek, M. Kowalski, M. Karol, K. Rutyna, M. Zarzycki, M. Szustakowski, K. Ludwikowski, Acta Phys. Pol. A 124, 550 (2013)
  • [13] C. Tyszkiewicz, A. Szpakowski, T. Pustelny, Acta Phys. Pol. A 116, 419 (2009)
  • [14] P. Marczyński, A. Szpakowski, C. Tyszkiewicz, T. Pustelny, Acta Phys. Pol. A 122, 847 (2012)
  • [15] C. Burgers, Data Min. Knowl. Discov. 2, 121 (1998)
  • [16] P. Viola, M. Jones, in: Proc. IEEE Workshop on Statistical and Computation Theories of Vision, IEEE, Vancouver 2001
  • [17] K. Mikołajczyk, T. Tuytelaars, C. Schmid, A. Zisserman, J. Matas, F. Schaffalitzky, T. Kadir, L. Van Gool, Int. J. Comput. Vision 65, 43 (2005)
  • [18] http://research.microsoft.com/en-us/um/people/ablake/contours/, 2011
  • [19] M. Kass, A. Witkin, D. Terzopoulos, Int. J. Comput. Vision 1, 321 (1988)
  • [20] M.A. Turk, A.P. Pentland, in: Proc. Computer Vision and Pattern Recognition, p. 586 (1991)
  • [21] E. Osuna, R. Freund, F. Girosi, in: Proc. IEEE NNSP'97, Amelia Island, 1997, p. 24
  • [22] http://faculty.ucmerced.edu/mhyang/papers/icip03_tutorial, 2013
  • [23] P. Campadelli, R. Lanzarotti, G. Lipori, Biometr. Issue NATO Sci. Series 18, 234 (2007)
  • [24] K. Różanowski, K. Murawski Acta Phys. Pol. A 124, 558 (2013)
  • [25] K. Murawski, K. Różanowski, M. Krej, Acta Phys. Pol. A 124, 513 (2013)
Document Type
Publication order reference
YADDA identifier
bwmeta1.element.bwnjournal-article-appv124n334kz
Identifiers
JavaScript is turned off in your web browser. Turn it on to take full advantage of this site, then refresh the page.