Publications by Sanja Fidler

• Selecting features for object detection using an AdaBoost-compatible evaluation function

  Luka Fürst, Sanja Fidler, and Aleš Leonardis

  Pattern Recognition Letters, Elsevier Science Inc., 2008
• 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
• 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
• Robust estimation of canonical correlation coefficients

  Danijel Skočaj, Aleš Leonardis, and Sanja Fidler

  Digital imaging in media and education : 28th workshop of the Austrian Association for Pattern Recognition (OAGM/AAPR), 2004
• Learning hierarchical representations of object categories for robot vision

  Aleš Leonardis and Sanja Fidler

  Springer Tracts in Advanced Robotics, 2011
• 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