Publications by Aleš Leonardis

• Spatially-Adaptive Filter Units for Compact and Efficient Deep Neural Networks

  Domen Tabernik, Matej Kristan, and Aleš Leonardis

  International Journal of Computer Vision, 2020
• Learning part-based spatial models for laser-vision-based room categorization

  Peter Uršič, Aleš Leonardis, Danijel Skočaj, and Matej Kristan

  International Journal of Robotics Reseach, Sage, 2017
• Visual object tracking performance measures revisited

  Luka Čehovin Zajc, Aleš Leonardis, and Matej Kristan

  IEEE Transactions on Image Processing, 2016
• A Novel Performance Evaluation Methodology for Single-Target Trackers

  Matej Kristan, Jiri Matas, Aleš Leonardis, Tomas Vojir, Roman Pflugfelder, Gustavo Fernandez, Georg Nebehay, Fatih Porikli, and Luka Čehovin Zajc

  IEEE Transactions on Pattern Analysis and Machine Intelligence, 2016
• 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
• Online Discriminative Kernel Density Estimator With Gaussian Kernels

  Matej Kristan and Aleš Leonardis

  IEEE Transactions on Systems, Man, and Cybernetics Part B: Cybernetics, 2013
• Room Categorization Based on a Hierarchical Representation of Space

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

  International Journal of Advanced Robotic Systems, 2013
• Robust Visual Tracking using an Adaptive Coupled-layer Visual Model

  Luka Čehovin Zajc, Matej Kristan, and Aleš Leonardis

  IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Computer Society, 2013
• Modeling binding and cross-modal learning in Markov logic networks

  Alen Vrečko, Aleš Leonardis, and Danijel Skočaj

  Neurocomputing, 2012
• Multivariate Online Kernel Density Estimation with Gaussian Kernels

  Matej Kristan, Aleš Leonardis, and Danijel Skočaj

  Pattern Recognition, 2011
• A Two-Stage Dynamic Model for Visual Tracking

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

  Systems, Man, and Cybernetics: Part B, 2010
• A framework for visual-context-aware object detection in still images

  Roland Perko and Aleš Leonardis

  Computer Vision and Image Understanding, Special Issue on Multi-Camera and Multi-Modal Sensor Fusion, 2010
• A Local-motion-based probabilistic model for visual tracking

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

  Pattern Recognition, 2009
• Online Kernel Density Estimation For Interactive Learning

  Matej Kristan, Danijel Skočaj, and Aleš Leonardis

  Image and Vision Computing, 2009
• Unsupervised Learning of a Hierarchy of Topological Maps using Omnidirectional Images

  A. Štimec, Matjaž Jogan, and Aleš Leonardis

  International Journal of Pattern Recognition and Artificial Intelligence (IJPRAI), World Scientific Publishing Company, 2008
• Incremental and robust learning of subspace representations

  Danijel Skočaj and Aleš Leonardis

  Image vis. comput., 2008
• 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
• 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
• Robust Localization using an Omnidirectional Appearance-based Subspace Model of Environment

  Matjaž Jogan and Aleš Leonardis

  Robotics and Autonomous Systems, 2003