Publications in LeOParts

• Online Discriminative Kernel Density Estimator With Gaussian Kernels

  Matej Kristan and Aleš Leonardis

  IEEE Transactions on Systems, Man, and Cybernetics Part B: Cybernetics, 2013
• Using discriminative analysis for improving hierarchical compositional models

  Domen Tabernik, Matej Kristan, Marko Boben, and Aleš Leonardis

  Proceedings of the 19th Computer Vision Winter Workshop, 2014
• Hypothesis verification with histogram of compositions improves object detection of hierarchical models

  Domen Tabernik, Matej Kristan, Marko Boben, and Aleš Leonardis

  Proceedings of the 22th International Electrotechnical and Computer Science Conference, ERK 2013, 2013
• A web-service for object detection using hierarchical models

  Domen Tabernik, Luka Čehovin Zajc, Matej Kristan, Marko Boben, and Aleš Leonardis

  The 9th International Conference on Computer Vision Systems, 2013
• ViCoS Eye - a webservice for visual object categorization

  Domen Tabernik, Luka Čehovin Zajc, Matej Kristan, Marko Boben, and Aleš Leonardis

  The 18th Computer Vision Winter Workshop, 2013
• Adding discriminative power to hierarchical compositional models for object class detection

  Matej Kristan, Marko Boben, Domen Tabernik, and Aleš Leonardis

  18th Scandinavian Conference on Image Analysis, SCIA, 2013
• Learning statistically relevant edge structure improves low-level visual descriptors

  Domen Tabernik, Matej Kristan, Marko Boben, and Aleš Leonardis

  International Conference on Pattern Recognition, 2012
• Increased complexity of low-level structures improves histograms of compositions

  Domen Tabernik, Matej Kristan, Marko Boben, and Aleš Leonardis

  Proceedings of the 21th International Electrotechnical and Computer Science Conference, ERK 2012, 2012
• 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
• Similarity-based cross-layered hierarchical representation for object categorization.

  Sanja Fidler, Marko Boben, and Aleš Leonardis

  IEEE Computer Vision and Pattern Recognition, 2008
• Towards Scalable Representations of Visual Categories: Learning a Hierarchy of parts.

  Sanja Fidler and Aleš Leonardis

  IEEE Computer Vision and Pattern Recognition, 2007
• Learning hierarchical representations of object categories for robot vision.

  Sanja Fidler and Aleš Leonardis

  International Symposium of Robotics Research, 2007
• Hierarchical statistical learning of generic parts of object structure

  Sanja Fidler, Gregor Berginc, and Aleš Leonardis

  IEEE Computer Vision and Pattern Recognition, 2006
• Categorial Perception

  M. Fritz, M. Andriluka, Sanja Fidler, M. Stark, Aleš Leonardis, and Bernt Schiele

  Cognitive Systems, Springer, 2010
• Learning Hierarchical Compositional Representations of Object Structure

  Sanja Fidler, Marko Boben, and Aleš Leonardis

  Object Categorization: Computer and Human Vision Perspectives, Cambridge University Press, 2009