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Matej Perše
Researcher

Faculty of Electrical Engineering
Trzaska 25
1000 Ljubljana
Slovenia

E-mail: matej.perse@fe.uni-lj.si
Tel: +386 (0)1 4768 876
Fax: +386 (0)1 4768 279

Degrees:

2004: B.Sc in Electrical Engineering, University of Ljubljana
2009: Ph.D in Electrical Engineering, University of Ljubljana

Research interests:

Human motion tracking with occlusion prediction and reasoning. Image segmentation. Team sport activity recognition. Basketball tactics, individual player and team motion analysis.

Research page:

Trajectory-Based Analysis of Team Sports

New occupation:

Senior developer at Sinergise d.o.o.

http://www.sinergise.com/

Selected Publications:

  • Matej Perše, Matej Kristan, Janez Perš, Gašper Mušič, Goran Vučkovič and Stanislav Kovačič. "Analysis of multi-agent activity using petri nets". Pattern Recognition: in press, November 2009.
 
  • Matej Perše. Avtomatska analiza gibanja v izbranih moštvenih športnih igrah Ph.D. Thesis, Univerza v Ljubljani, Fakulteta za elektrotehniko, November 2009.
 
  • Matej Perše, Matej Kristan, Stanislav Kovačič, Goran Vučkovič and Janez Perš. "A Trajectory-Based Analysis of Coordinated Team Activity in a Basketball Game". Computer Vision and Image Understanding, (113): 612-621, March 2009.
  
  • Kristan, M. and Perš, J. and Perše, M. and Kovačič S.. "Closed-world tracking of multiple interacting targets for indoor-sports applications". Computer Vision and Image Understanding, 113(5): 598-611, 2009.
  
  • Matej Perše, Matej Kristan, Janez Perš, Stanislav Kovačič."Recognition of Multi-Agent Activities with Petri Nets". In: Proceedings of the 17th International Electrotechnical and Computer Science Conference, ERK 2008, Portorož, Slovenia, September 2008.
 
  • Vildana Sulić, Janez Perš, Matej Kristan, Andreja Jarc, Matej Perše, Stanislav Kovačič."Izvedba algoritma računalniškega vida na omrežni kameri". In: Božidar Potočnik (ed.), ROSUS 2008: Računalniška obdelava slik in njena uporaba v Sloveniji, zbornik strokovne konference, pp.35-40. March 2008.
 
  • Janez Pers, Matej Kristan, Matej Perse, Stanislav Kovacic."Analysis of Player Motion in Sport Matches". In: Arnold Baca , Martin Lames, Keith Lyons, Bernhard Nebel, Josef Wiemeyer (eds.), Computer Science in Sport - Mission and Methods, (Dagstuhl Seminar Proceedings, no.08372), Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik, Germany, 2008.
  
  • M. Perše, M. Kristan, J. Perš, G. Vučkovič, S. Kovačič."Temporal Segmentation of Group Motion using Gaussian Mixture Models". In: Computer Vision Winter Workshop, pp.47-54. 2008.
 
  • Frane Erčulj, Brane Dežman, Goran Vučković, Janez Perš, Matej Perše, Matej Kristan. "An Analysis Of Basketball Players' Movements In The Slovenian Basketball League Play-Offs Using The Sagit Tracking System". Facta Universitatis, Series: Physical Education and Sport, 6(1): 75 - 84, 2008.
  
  • M. Kristan, M. Perše, S. Kovačič, J. Perš. "Sledenje več igralcev v športnih igrah na podlagi vizualne informacije". Electrotechnical Review, 74(1-2): 19-24, May 2007.
 
  • Andreja Jarc, Janez Perš, Peter Rogelj, Matej Perše."Texture features for affine registration of thermal (FLIR) and visible images". In: Michael Grabner and Helmut Grabner (ed.), Proceedings of the 12th Computer Vision Winter Workshop, Institute for Computer Graphics and Vision, Graz University of Technology, February 2007.
  
  • M. Perše, M. Kristan, J. Perš, S. Kovačič."Automatic Evaluation of Organized Basketball Activity". In: Michael Grabner, Helmut Grabner (eds.), Computer Vision Winter Workshop 2007, St. Lambrecht, Austria, pp.11-18. February 2007.
 
  • M. Kristan, J. Perš, M. Perše, S. Kovačič. "A Bayes-Spectral-Entropy-Based Measure of Camera Focus Using a Discrete Cosine Transform (see Matlab Code)". Pattern Recognition Letters, 27(13): 1419-1580, October 2006.
  
  • M. Kristan, J. Perš, M Perše, S. Kovačič."Towards fast and efficient methods for tracking players in sports". In: Proceedings of the ECCV Workshop on Computer Vision Based Analysis in Sport Environments, pp.14-25. May 2006.
 
  • M. Perše, M. Kristan, J. Perš, S. Kovačič."A Template-Based Multi-Player Action Recognition of the Basketball Game". In: Janez Pers, Derek R. Magee (eds.), Proceedings of the ECCV Workshop on Computer Vision Based Analysis in Sport Environments, Graz, Austria, pp.71-82. May 2006.
 
  • Janez Perš, Matej Kristan, Matej Perše, Marta Bon, Goran Vučkovič, Stanislav Kovačič."Analiza gibanja igralca med tekmami". In: Božidar Potočnik (ed.), ROSUS 2006: Računalniška obdelava slik in njena uporaba v Sloveniji, zbornik strokovne konference, pp.97-103. March 2006.
 
  • M. Kristan, J. Perš, M. Perše, M. Bon, S. Kovačič."Multiple interacting targets tracking with application to team sports". In: 4th International Symposium on Image and Signal Processing and Analysis ISPA, (Awarded best student paper award), pp.322-327. September 2005.
 
  • M. Perše, J. Perš, M. Kristan, G. Vučkovič, S. Kovačič."Physics-Based Modelling of Human Motion using Kalman Filter and Collision Avoidance Algorithm". (4th International Symposium on Image and Signal Processing and Analysis ISPA), pp.328-333. September 2005.
 
  • M. Perše, M. Kristan, J. Perš, S. Kovačič."Avtomatsko zaznavanje osnovnih elementov košarkarske igre na podlagi trajektorij igralcev". In: Zbornik štirinajste mednarodne Elektrotehniške in računalniške konference ERK 2005, Portorož, Slovenija, pp.191- 194. September 2005.
 
  • M. Kristan, J. Perš, M. Perše, S. Kovačič."Bayes Spectral Entropy-Based Measure of Camera Focus". In: 10th Computer Vision Winter Workshop, pp.155-164. February 2005.
 
  • M. Perše, S. Kovačič. Sledenje športnikov na osnovi Kalmanovega filtra. Diplomsko delo, Fakulteta za elktrotehniko, September 2004.
 
  • M. Perše, J. Perš, M. Kristan, S. Kovačič."Vrednotenje učinkovitosti Kalmanovega filtra pri sledenju ljudi". (Proceedings of the thirteenth Electrotechnical and Computer Science Conference ERK, vol.B), pp.191-194. September 2004.
 
  • M. Kristan, J. Perš, M. Perše, S. Kovačič."Implementacija CONDENSATION Algoritma v domeni zaprtega sveta". In: Proceedings of the thirteenth Electrotechnical and Computer Science Conference ERK, pp.179-182. September 2004.
 
  • J. Perš, M. Kristan, M. Perše, S. Kovačič."Observing Human Motion Using Far-Infrared (FLIR) Camera -- Some Preliminary Studies". In: Thirteenth International Electrotechnical and Computer Science Conference ERK 2004, Portorož, Slovenia, September 27-29, pp.187-190. 2004.