Publications in ViCoS

• Self-understanding and self-extension: a systems and representational approach

  Jeremy L. Wyatt, Alper Aydemir, Michael Brenner, Marc Hanheide, Nick Hawes, Patric Jensfelt, Matej Kristan, Geert-Jan M. Kruijff, Pierre Lison et al.

  IEEE Transactions on Autonomous Mental Development, 2010
• 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
• Robustno vizualno učenje na podlagi podprostorov

  Danijel Skočaj

  Elektroteh. vestn., 2004
• Robust Localization using an Omnidirectional Appearance-based Subspace Model of Environment

  Matjaž Jogan and Aleš Leonardis

  Robotics and Autonomous Systems, 2003
• Karhunen-Loeve Transform of a Set of Rotated Templates

  Matjaž Jogan, Emil Žagar, and Aleš Leonardis

  IEEE Trans. on Image Processing, 2003
• 2nd Workshop on Maritime Computer Vision (MaCVi) 2024: Challenge Results

  Benjamin Kiefer, Lojze Žust, Matej Kristan, Janez Perš, Matija Teršek, Arnold Wiliem, Martin Messmer, Cheng-Yen Yang, Hsiang-Wei Huang et al.

  Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
• TransFusion – A Transparency-Based Diffusion Model for Anomaly Detection

  Matic Fučka, Vitjan Zavrtanik, and Danijel Skočaj

  ECCV 2024, 2024
• Aktivno učenje z mešanimi oznakami za detekcijo površinskih napak z globokimi nevronskimi mrežami

  Domen Tabernik and Danijel Skočaj

  ERK, 2024
• A Detect-and-Verify Paradigm for Low-Shot Counting - DAVE

  Jer Pelhan, Alan Lukežič, Vitjan Zavrtanik, and Matej Kristan

  CVPR2024, IEEE, 2024
• Demonstracijska celica za prikaz globokega učenja v praktičnih aplikacijah

  Domen Tabernik, Peter Mlakar, Jakob Božič, Luka Čehovin Zajc, Vid Rijavec, and Danijel Skočaj

  ROSUS 2024 - Računalniška obdelava slik in njena uporaba v Sloveniji 2024, 2024
• Lokalizacija in ocenjevanje lege predmeta v treh prostostnih stopnjah s središčnimi smernimi vektorji

  Domen Tabernik, Jon Natanael Muhovič, and Danijel Skočaj

  ERK, 2023
• LaRS: A Diverse Panoptic Maritime Obstacle Detection Dataset and Benchmark

  Lojze Žust, Janez Perš, and Matej Kristan

  ICCV 2023, 2023