Publications in Learned Hierarchy Of Parts

• Adding discriminative power to a generative hierarchical compositional model using histograms of compositions

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

  Computer Vision and Image Understanding, 2015
• Towards a large-scale category detection with a distributed hierarchical compositional model

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

  Proceedings of the 23th International Electrotechnical and Computer Science Conference, ERK 2014, 2014
• 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 - Spletna storitev za kategorizacijo vizualnih objektov

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

  ROSUS, 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
• Hierarchical statistical learning of generic parts of object structure

  Sanja Fidler, Gregor Berginc, and Aleš Leonardis

  IEEE Computer Vision and Pattern Recognition, 2006
• Learning hierarchical representations of object categories for robot vision

  Aleš Leonardis and Sanja Fidler

  Springer Tracts in Advanced Robotics, 2011
• 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