Mario Fritz

Mario Fritz

Contact: International Computer
Science Institute
1947 Center Street, Suite 600
Berkeley CA 94704
USA

email: mfritz@eecs.berkeley.edu Telephone: +1 (510) 332 6773
Fax: +1 (510) 666 2956

 
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2010

  • Mario Fritz, Kate Saenko, Trevor Darrell: Size Matters: Metric Visual Search Constraints from Monocular Metadata, in NIPS'10, Vancouver, Canada, 2010, to appear
  • Kate Saenko, Brian Kulis, Mario Fritz, Trevor Darrell: Adapting Visual Category Models to New Domains, ECCV'10, Heraklion, Greece, 2010 (pdf)
  • Mario Fritz and Geert-Jan Kruijff and Bernt Schiele: Tutor-based Learning of Visual Categories using Different Levels of Supervision, In Computer Vision and Image Understanding (CVIU): Special Issue on Intelligent Vision Systems, 2010
  • Mario Fritz and Mykhaylo Andriluka and Sanja Fidler and Michael Stark and Ales Leonardis and Bernt Schiele: Categorial Perception, In Henrik I. Christensen and Geert-Jan Kruijff and Aaron Sloman and Jeremy Wyatt, editors, Cognitive Systems, Springer
  • Danijel Skocaj and Matej Kristan and Alen Vrecko and Ales Leonardis and Mario Fritz and Michael Stark and Bernt Schiele and Somboon Hongeng and Jeremy L. Wyatt: Multi-Modal Learning, In Henrik I. Christensen and Geert-Jan Kruijff and Aaron Sloman and Jeremy Wyatt, editors, Cognitive Systems, Springer

2009

  • Mario Fritz, Michael Black, Gary Bradski and Trevor Darrell: An Additive Latent Feature Model for Transparent Object Recognition, in NIPS'09, Vancouver, Canada, 2009 (pdf)
  • Paul Schnitzspan, Mario Fritz, Stefan Roth and Bernt Schiele: Discriminative Structure Learning of Hierarchical Representations for Object Detection, in CVPR'09, Miami, USA, 2009 (pdf)
  • Mario Fritz and Bernt Schiele: Towards Integration of Different Paradigms in Modeling, Representation and Learning of Visual Categories, In Dickinson, S., Leonardis, A., Schiele, B., and Tarr, M. J., editors, Object Categorization: Computer and Human Vision Perspectives, Cambridge University Press, 2009
  • Mario Fritz, Bernt Schiele and Justus H. Piater (editors): Proceedings of 7th International Conference on Computer Vision Systems ICVS'09, Liege, Belgium, Springer, 2009
  • Barbara Caputo, Eric Hayman, Mario Fritz and Jan-Olof Eklundh: Classifying Materials in the Real World, Image and Vision Computing, 2009

2008

  • Paul Schnitzspan, Mario Fritz and Bernt Schiele: Hierarchical Support Vector Random Fields: Joint Training to Combine Local and Global Features, ECCV'08, Marseille, France, 2008 (pdf)
  • Tâm Huynh, Mario Fritz and Bernt Schiele. Discovery of Activity Patterns using Topic Models, UbiComp'08, Seoul, South Korea, 2008 (pdf)
  • Mario Fritz: Modeling, Representing and Learning of Visual Categories, PHD thesis, 2008 (pdf)
  • Mario Fritz, Bernt Schiele: Decomposition, Discovery and Detection of Visual Categories Using Topic Models, CVPR'08, Anchorage, 2008 (pdf)

2007

  • Edgar Seemann, Mario Fritz, Bernt Schiele: Towards Robust Pedestrian Detection in Crowded Image Sequences, CVPR'07, Minneapolis, 2007 (pdf)
  • Mario Fritz, Geert-Jan Kruijff, Bernt Schiele: Cross-Modal Learning of Visual Categories using Different Levels of Supervision, ICVS'07, Bielefeld, 2007 (pdf)

2006

  • Mario Fritz, Bernt Schiele: Towards Unsupervised Discovery of Visual Categories, DAGM'06, Berlin, 2006 (pdf)

2005

  • Mario Fritz, Bastian Leibe, Barbara Caputo, Bernt Schiele: Integrating Representative and Discriminant Models for Object Category Detection, ICCV'05, Beijing, China, 2005 (pdf)

2004

  • Eric Hayman, Barbara Caputo, Mario Fritz, Jan-Olof Eklundh: On the Significance of Real-World Conditions for Material Classification, ECCV'04, Prague, Czech Republic, 2004 (pdf)
  • Mario Fritz: Categorization by Local Information using Support Vector Machines, diploma thesis, University of Erlangen and CVAP-KTH Stockholm
  • Eric Hayman, Mario Fritz, Barbara Caputo, Jan-Olof Eklundh: Material Classification in the Real World, Swedish Symposium on Image Analysis 2004, Uppsala, Sweden
  • Mario Fritz, Eric Hayman, Barbara Caputo, Jan-Olof Eklundh: The KTH-TIPS database. Available at http://www.nada.kth.se/cvap/databases/kth-tips

2002

  • Matthias Zobel, Mario Fritz, Ingo Scholz: Object Tracking and Pose Estimation Using Light-Field Object Models, Workshop on Vision, Modeling and Visualization VMV'02, Erlangen, Germany, 2002 (pdf)
  • Mario Fritz: 3-D Objektverfolgung mit Lichtfeldern (3d object tracking using light-fields), student thesis, University of Erlangen , groundTruthVideo.mpg, tracking1.mpg, trackingLiveDemo.mpg