Publications in CoSy

• Incremental and robust learning of subspace representations

  Danijel Skočaj and Aleš Leonardis

  Image vis. comput., 2008
• Weighted and robust learning of subspace representations

  Danijel Skočaj, Aleš Leonardis, and Horst Bischof

  Pattern recogn., 2007
• Combining Reconstructive and Discriminative Subspace Methods for Robust Classification and Regression by Subsampling

  Sanja Fidler, Danijel Skočaj, and Aleš Leonardis

  IEEE Transactions on Pattern Analysis and Machine Intelligence, 2006
• Cognitive Systems

  Danijel Skočaj, Matej Kristan, Alen Vrečko, Aleš Leonardis, M. Fritz, M. Stark, Bernt Schiele, and S. Hongeng

  Published Online, 2009
• Continuous Learning of Simple Visual Concepts using Incremental Kernel Density Estimation

  Danijel Skočaj, Matej Kristan, and Aleš Leonardis

  International Conference on Computer Vision Theory and Applications, 2008
• Towards Learning Basic Object Affordances from Object Properties

  B. Ridge, Danijel Skočaj, and Aleš Leonardis

  Proceedings of Eight International Conference on Epigenetic Robotics, 2008
• A system for learning basic object affordances using a self-organizing map

  B. Ridge, Danijel Skočaj, and Aleš Leonardis

  International Conference on Cognitive Systems (CogSys 2008), 2008
• Incremental learning with Gaussian mixture models

  Matej Kristan, Danijel Skočaj, and Aleš Leonardis

  Computer Vision Winter Workshop, 2008
• Probabilistic tracking using optical flow to resolve color ambiguities

  Matej Kristan, Janez Perš, Aleš Leonardis, and Stanislav Kovacic

  Computer Vision Winter Workshop 2007, 2007
• Interactive learning and cross-modal binding - a combined approach

  H. Jacobsson, Nick Hawes, Danijel Skočaj, and Geert-Jan M. Kruijff

  Language and robots : proceedings of the symposium, 2007
• Towards an Integrated Robot with Multiple Cognitive Functions

  Nick Hawes, Aaron Sloman, Jeremy L. Wyatt, Michael Zillich, H. Jacobsson, Geert-Jan M. Kruijff, Michael Brenner, Gregor Berginc, and Danijel Skočaj

  Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007
• A System for Continuous Learning of Visual Concepts

  Danijel Skočaj, Gregor Berginc, B. Ridge, A. Štimec, Matjaž Jogan, O. Vanek, Aleš Leonardis, M. Hutter, and N. Hewes

  International Conference on Computer Vision Systems ICVS 2007, 2007
• Incremental LDA learning by combining reconstructive and discriminative approaches

  M. Uray, Danijel Skočaj, P. Roth, Horst Bischof, and Aleš Leonardis

  British machine vision conference 2007, 2007
• Interaktiven sistem za kontinuirano učenje vizualnih konceptov

  Danijel Skočaj, Alen Vrečko, Matej Kristan, B. Ridge, Gregor Berginc, and Aleš Leonardis

  Proceedings of the sixteen Electrotechnical and Computer Science Conference, ERK07, 2007
• Od računalniškega vida k umetnemu spoznavnemu vidu

  Danijel Skočaj and Aleš Leonardis

  Zbornik petnajste mednarodne Elektrotehniške in računalniške konference ERK 2005, 2005
• A hierarchy of cognitive maps from panoramic images

  A. Štimec, Matjaž Jogan, and Aleš Leonardis

  Proceedings of the 10th Computer Vision Winter Workshop CVWW 2005, Vienna University of Technology, Institute of Computer Aided Automation; Graz: Technical University of Graz, 2005
• On-line conservative learning for person detection

  P. Roth, Helmut Grabner, Danijel Skočaj, Horst Bischof, and Aleš Leonardis

  2nd Joint IEEE International Workshop on Visual Surveillance and Performance Evaluation of Tracking and Surveillance (VS-PETS), 2005
• Conservative visual learning for object detection with minimal hand labeling effort

  P. Roth, Helmut Grabner, Danijel Skočaj, Horst Bischof, and Aleš Leonardis

  DAGM 2005, Lect. notes comput. sci., 2005
• Approximating Distributions Through Mixtures of Gaussians

  Matej Kristan, Danijel Skočaj, and Aleš Leonardis

  2007