Publications by Aleš Leonardis

• Evaluating multi-class learning strategies in a generative hierarchical framework for object detection.

  Sanja Fidler, Marko Boben, and Aleš Leonardis

  Neural Information Processing Systems, 2009
• Optimization framework for learning a hierarchical shape vocabulary for object class detection.

  Sanja Fidler, Marko Boben, and Aleš Leonardis

  British Machine Vision Conference, 2009
• Tracking Non-Rigid Objects by Combining Local and Global Visual Model

  Luka Čehovin Zajc, Matej Kristan, and Aleš Leonardis

  Proceedings of the Fourteenth Computer Vision Winter Workshop, 2009
• Learning Contextual Rules for Priming Object Categories in Images

  Roland Perko, Lucas Paletta, and Aleš Leonardis

  IEEE International Conference on Image Processing, 2009
• A Computer Vision Integration Model for a Multi-modal Cognitive System

  Alen Vrečko, Danijel Skočaj, Nick Hawes, and Aleš Leonardis

  The 2009 IEEE/RSJ International Conference on Intelligent RObots and Systems, 2009
• Integration of Computer Vision Components into a Multi-modal Cognitive System

  Alen Vrečko, Danijel Skočaj, Nick Hawes, and Aleš Leonardis

  Proceedings of the Fourteenth Computer Vision Winter Workshop (CVWW), 2009
• Cognitive Systems

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

  Published Online, 2009
• Formalization of different learning strategies in a continuous learning framework

  Danijel Skočaj, Matej Kristan, and Aleš Leonardis

  Proceedings of the Ninth International Conference on Epigenetic Robotics; Modeling Cognitive Development in Robotic Systems, Lund University Cognitive Studies, 2009
• Unsupervised Learning of Basic Object Affordances from Object Properties

  B. Ridge, Danijel Skočaj, and Aleš Leonardis

  Proceedings of the Fourteenth Computer Vision Winter Workshop (CVWW), 2009
• Towards Probabilistic Online Discriminative Models

  Matej Kristan, Danijel Skočaj, and Aleš Leonardis

  Eighteenth International Electrotechnical and Computer Science Conference, 2009
• Similarity-based cross-layered hierarchical representation for object categorization.

  Sanja Fidler, Marko Boben, and Aleš Leonardis

  IEEE Computer Vision and Pattern Recognition, 2008
• Probabilistic Combination of Visual Context Based Attention and Object Detection

  Roland Perko, Christian Wojek, Bernt Schiele, and Aleš Leonardis

  International Workshop on Attention in Cognitive Systems (WAPCV 2008), 2008
• Vegetation segmentation for boosting performance of MSER feature detector

  Dušan Omerčević, Roland Perko, Alireza Tavakoli Targhi, Jan-Olof Eklundh, and Aleš Leonardis

  Computer Vision Winter Workshop, 2008
• 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
• Towards Scalable Representations of Visual Categories: Learning a Hierarchy of parts.

  Sanja Fidler and Aleš Leonardis

  IEEE Computer Vision and Pattern Recognition, 2007
• How Computer Vision can help in Outdoor Positioning

  Ulrich Steinhoff, Dušan Omerčević, Roland Perko, Bernt Schiele, and Aleš Leonardis

  European Conference on Ambient Intelligence, 2007