Danijel Skočaj, PhD
Associate Professor

Danijel Skočaj is a researcher with the Faculty of Computer and Information Science, University of Ljubljana. He received the PhD degree from the same institution in 2003. His main research interests lie in the field of cognitive vision and artificial cognitive systems and include automatic modeling of objects from visual information with the emphasis on the robust and incremental appearance-based visual learning and recognition as well as the design and development of cognitive system with the emphasis on the interactive learning of categorical knowledge.


Office Hours:
Thursday, 13:00-14:00
Courses:

Activities and Events

 


Awards

  • Best paper award on 26th Workshop of the Austrian Association for Pattern Recognition (ÖAGM/AAPR), Graz, Austria, 10 - 11 Sept. 2002.

  • Best PhD-based paper award on Eleventh International Electrotechnical and Computer Science Conference, Portorož, Slovenia, 23 - 25 Sept. 2002.

 


Projects

Current Projects

Closed Projects


Selected publications

  • VREČKO, Alen, LEONARDIS, Aleš, SKOČAJ, Danijel. Modeling binding and cross-modal learning in Markov logic networks. Neurocomputing (Amst.). [Print ed.], 2012

  • KRISTAN, Matej, LEONARDIS, Aleš, SKOČAJ, Danijel. Multivariate online kernel density estimation with Gaussian kernels. Pattern recogn.. [Print ed.], 2011, vol. 44, no. 10/11, str. 2630-2642

  • WYATT, Jeremy L., AYDEMIR, Alper, BRENNER, Michael, HANHEIDE, Marc, HAWES, Nick, JENSFELT, Patric, KRISTAN, Matej, KRUIJFF, Geert-Jan M., LISON, Pierre, PRONOBIS, Andrzej, SJÖÖ, Kristoffer, VREČKO, Alen, ZENDER, Hendrik, ZILLICH, Michael, SKOČAJ, Danijel. Self-understanding and self-extension : a systems and representational approach. IEEE trans. auton. ment. dev. (Print). [Print ed.], Dec. 2010, vol. 2, no. 4, str. 282-303

  • KRISTAN, Matej, SKOČAJ, Danijel, LEONARDIS, Aleš. Online kernel density estimation for interactive learning. Image vis. comput.. [Print ed.], Jul. 2010, vol. 28, no. 7, str. 1106-1116

  • SKOČAJ, Danijel, LEONARDIS, Aleš. Incremental and robust learning of subspace representations. Image vis. comput.. [Print ed.], 2008, vol. 26, no. 1, str. 27-38

  • SKOČAJ, Danijel, LEONARDIS, Aleš, BISCHOF, Horst. Weighted and robust learning of subspace representations. Pattern recogn.. [Print ed.], May 2007, vol. 40, no. 5, str. [1556]-1569

  • FIDLER, Sanja, SKOČAJ, Danijel, LEONARDIS, Aleš. Combining reconstructive and discriminative subspace methods for robust classification and regression by subsampling. IEEE trans. pattern anal. mach. intell., Mar. 2006, vol. 28, no. 3, str. 337-350. 

 


Graduate Students

Barry Ridge
Matjaž Majnik
Žiga Pavlin

Danijel Skočaj

Danijel Skočaj, PhD
Associate Professor

T: +386 1 479 8225
F: +386 1 4264 647