Publications in Villard

• Deformable Parts Correlation Filters for Robust Visual Tracking

  Alan Lukežič, Luka Čehovin Zajc, and Matej Kristan

  IEEE Transactions on Cybernetics, 2017
• 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
• An integrated system for interactive continuous learning of categorical knowledge

  Danijel Skočaj, Alen Vrečko, Marko Mahnič, Miroslav Janiček, Geert-Jan M. Kruijff, Marc Hanheide, Nick Hawes, Jeremy L Wyatt, Thomas Keller et al.

  Journal of Experimental & Theoretical Artificial Intelligence, 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
• Spatially-Adaptive Filter Units for Deep Neural Networks

  Domen Tabernik, Matej Kristan, and Aleš Leonardis

  Computer Vision and Pattern Recognition, 2018
• Improving Traffic Sign Detection with Temporal Information

  Domen Tabernik, Jon Muhovic, Alan Lukežič, and Danijel Skočaj

  Proceedings of the 23rd Computer Vision Winter Workshop, 2018
• Towards large-scale traffic sign detection and recognition

  Peter Uršič, Domen Tabernik, Rok Mandeljc, and Danijel Skočaj

  Proceedings of the 22nd Computer Vision Winter Workshop, 2017
• Detekcija napak na površinah z uporabo anotiranih slik in globokim učenjem

  Domen Tabernik and Danijel Skočaj

  Proceedings of the 26th International Electrotechnical and Computer Science Conference, ERK 2017, 2017
• Towards Deep Compositional Networks

  Domen Tabernik, Matej Kristan, Jeremy L. Wyatt, and Aleš Leonardis

  23rd International Conference on Pattern Recognition, 2016
• Part-Based Room Categorization for Household Service Robots

  Peter Uršič, Rok Mandeljc, Aleš Leonardis, and Matej Kristan

  IEEE International Conference on Robotics and Automation (ICRA), 2016
• Hierarchical Spatial Model for 2D Range Data Based Room Categorization

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

  IEEE International Conference on Robotics and Automation (ICRA), 2016
• Traffic sign classification with batch and on-line linear support vector machines

  Rok Mandeljc, Domen Tabernik, Matej Kristan, and Danijel Skočaj

  Proceedings of the 24th International Electrotechnical and Computer Science Conference (ERK), 2015
• Filtering out nondiscriminative keypoints by geometry based keypoint constellations

  Domen Rački and Matej Kristan

  Proceedings of the 24th International Electrotechnical and Computer Science Conference (ERK), 2015
• Efficient spring system optimization for part-based visual tracking

  Alan Lukežič, Luka Čehovin Zajc, and Matej Kristan

  Proceedings of the 24th International Electrotechnical and Computer Science Conference (ERK), 2015
• Quality of region proposals in traffic sign detection and recognition

  Domen Tabernik, Rok Mandeljc, and Danijel Skočaj

  Proceedings of the 24th International Electrotechnical and Computer Science Conference, ERK 2015, 2015
• Domain-specific adaptations for region proposals

  Domen Tabernik, Rok Mandeljc, Danijel Skočaj, and Matej Kristan

  Proceedings of the 20th Computer Vision Winter Workshop, 2015, 2015
• Detekcija točkovnih horizontalnih prometnih znakov, Tehnično poročilo, TR-LUVSS-17/02

  Jon Muhovic, Domen Tabernik, and Danijel Skočaj

  Technical Report, 2017