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Publications

2013

  1. Robust Real-Time Tracking of Multiple Objects by Volumetric Mass Densities (bib)Horst Possegger, Sabine Sternig, Thomas Mauthner, Peter M. Roth, and Horst Bischof In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013
  2. Alternating Decision Forests (bib)Samuel Schulter, Paul Wohlhart, Christian Leistner, Amir Saffari, Peter M. Roth, and Horst Bischof In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013
  3. Optimizing 1-Nearest Prototype Classifiers (bib)Paul Wohlhart, Martin Koestinger, Michael Donoser, Peter M. Roth, and Horst Bischof In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013
  4. Pedestrian Detection, Tracking and Re-Identification for Search in Visual Surveillance Data (bib)Csaba Beleznai, Michael Rauter, Martin Hirzer, and Peter M. Roth In Proc. Conf. of the Hungarian Association for Image Processing and Pattern Recognition, 2013
    (accepted)

2012

  1. Density-based rare event detection from streams of neuromorphic sensor data (bib)Csaba Beleznai, Nabil Belbachir, and Peter M. Roth In Proc. Int'l Conf. on Distributed Smart Cameras, 2012
  2. Dense Appearance Modeling and Efficient Learning of Camera Transitions for Person Re-Identification (bib)Martin Hirzer, Csaba Beleznai, Martin Koestinger, Peter M. Roth, and Horst Bischof In Proc. IEEE Int'l Conf. on Image Processing, 2012
  3. Person Re-Identification by Efficient Impostor-based Metric Learning (bib)Martin Hirzer, Peter M. Roth, and Horst Bischof In Proc. IEEE Int'l Conf. on Advanced Video and Signal-Based Surveillance, 2012
  4. Relaxed Pairwise Learned Metric for Person Re-Identification (bib)Martin Hirzer, Peter M. Roth, Martin Koestinger, and Horst Bischof In Proc. European Conf. on Computer Vision, 2012
    (The original publication is available at www.springerlink.com)
  5. Large Scale Metric Learning from Equivalence Constraints (bib)Martin Koestinger, Martin Hirzer, Paul Wohlhart, Peter M. Roth, and Horst Bischof In Proc. IEEE Conf. on Computer Vision and Pattern Recognition, 2012
  6. Synergy-based Learning of Facial Identity (bib)Martin Koestinger, Peter M. Roth, and Horst Bischof In Proc. DAGM Symposium, 2012
    (Winner of the Best Paper Award)
  7. Robust Face Detection by Simple Means (bib)Martin Koestinger, Paul Wohlhart, Peter M. Roth, and Horst Bischof In Computer Vision in Applications Workshop (DAGM), 2012
  8. Learn to Move: Activity Specific Motion Models for Tracking by Detection (bib)Thomas Mauthner, Peter M. Roth, and Horst Bischof In IEEE International Workshop on Analysis and Retrieval of Tracked Events and Motion in Imagery Streams, 2012
  9. SkiTracker: Robust Outdoor PTZ-Tracking (bib)Thomas Mauthner, Peter M. Roth, Klaus Mairinger, and Horst Bischof In Computer Vision in Applications Workshop (DAGM), 2012
  10. Real-time Activity Repetition Detection (bib)Markus Murschitz, Thomas Mauthner, Peter M. Roth, and Horst Bischof In Proc. Computer Vision Winter Workshop, 2012
  11. Text Localization in Unconstrained Images (bib)Georg Poier, Jürgen Hatzl, Stefan Kluckner, Peter M. Roth, and Horst Bischof In Proc. Computer Vision Winter Workshop, 2012
  12. Unsupervised Calibration of Camera Networks and Virtual PTZ Cameras (bib)Horst Possegger, Matthias Rüther, Sabine Sternig, Thomas Mauthner, Manfred Klopschitz, Peter M. Roth, and Horst Bischof In Proc. Computer Vision Winter Workshop (CVWW), 2012
  13. Hough Regions for Joining Instance Localization and Segmentation (bib)Hayko Riemenschneider, Sabine Sternig, Michael Donoser, Peter M. Roth, and Horst Bischof In Proc. European Conf. on Computer Vision, 2012
  14. On-line Inverse Multiple Instance Boosting for Classifier Grids (bib)Sabine Sternig, Peter M. Roth, and Horst Bischof Pattern Recognition Letters, 2012
  15. Slow feature analysis for autonomous learning object categories from videos (bib)Max Stricker, Peter M. Roth, and Horst Bischof In Proc. Computer Vision Winter Workshop, 2012
  16. Detecting Partially Occluded Objects with an Implicit Shape Model Random Field (bib)Paul Wohlhart, Michael Donoser, Peter M. Roth, and Horst Bischof In Proc. Asian Conf. on Computer Vision, 2012
    (Winner of the Best Paper Award)
  17. Discriminative Hough Forests for Object Detection (bib)Paul Wohlhart, Samuel Schulter, Martin Koestinger, Peter M. Roth, and Horst Bischof In Proc. British Machine Vision Conf., 2012

2011

  1. Open Source Intelligence am Beispiel von KIRAS MDL: Multimedia Documentation Lab (bib)Gerhard Backfried, Dorothea Aniola, Gerald Quirchmayr, Werner Winiwarter, Klaus Mak, H. C. Pilles, Christian Meurers, Martin Koestinger, Paul Wohlhart, and Peter M. Roth In Proceedings of 9. Sicherheitskonferenz Krems, Donau-Universitaet Krems, 2011
  2. OUTLIER -- Online Learning and Visualization of Unusual Events (bib)Josef Birchbauer, Samuel Schulter, Rene Schuster, Georg Poier, Martin Winter, Peter Schallauer, and Peter M. Roth and Horst Bischof In Proc. IEEE Int'l Conf. on Advanced Video and Signal-Based Surveillance (Demo Session), 2011
  3. Hough-based Tracking of Non-rigid Objects (bib)Martin Godec, Peter M. Roth, and Horst Bischof In Proc. Int. Conf. on Computer Vision, 2011
  4. Person Re-Identification by Descriptive and Discriminative Classification (bib)Martin Hirzer, Csaba Beleznai, Peter M. Roth, and Horst Bischof In Proc. Scandinavian Conf. on Image Analysis, 2011
    (The original publication is available at www.springerlink.com)
  5. Learning to Recognize Faces from Videos and Weakly Related Information Cues (bib)Martin Koestinger, Paul Wohlhart, Peter M. Roth, and Horst Bischof In Proc. IEEE Int'l Conf. on Advanced Video and Signal-Based Surveillance, 2011
  6. Annotated Facial Landmarks in the Wild: A Large-scale, Real-world Database for Facial Landmark Localization (bib)Martin Koestinger, Paul Wohlhart, Peter M. Roth, and Horst Bischof In First IEEE International Workshop on Benchmarking Facial Image Analysis Technologies, 2011
  7. Improving Classifiers with Unlabeled Weakly-Related Videos (bib)Christian Leistner, Martin Godec, Samuel Schulter, Amir Saffari, Manuel Werlberger, and Horst Bischof In Proc. IEEE Conf. on Computer Vision and Pattern Recognition, 2011
  8. Next-Generation 3D Visualization for Visual Surveillance (bib)Peter M. Roth, Horst Bischof, Norbert Braendle, Peter Widhalm, Sven Havemann, Volker Settgast, Marcel Lancelle, and Josef Birchbauer In Proc. IEEE Int'l Conf. on Advanced Video and Signal-Based Surveillance, 2011
  9. On-line Hough Forests (bib)Samuel Schulter, Christian Leistner, Peter M. Roth, Luc Van Gool, and Horst Bischof In Proc. British Machine Vision Conf., 2011
  10. Multi-Cue Learning and Visualization of Unusual Events (bib)Rene Schuster, Samuel Schulter, Georg Poier, Martin Hirzer, Josef Birchbauer, Peter M. Roth, Horst Bischof, Martin Winter, and Peter Schallauer In Proc. 11th IEEE Workshop on Visual Surveillance (ICCV), 2011
  11. Multi-camera Multi-object Tracking by Robust Hough-based Homography Projections (bib)Sabine Sternig, Thomas Mauthner, Arnold Irschara, Peter M. Roth, and Horst Bischof In Proc. 11th IEEE Workshop on Visual Surveillance (ICCV), 2011
  12. Multiple Instance Boosting for Face Recognition in Videos (bib)Paul Wohlhart, Martin Koestinger, Peter M. Roth, and Horst Bischof In Proc. DAGM Symposium, 2011
  13. Learning Face Recognition in Videos from Associated Information Sources (bib)Paul Wohlhart, Martin Koestinger, Peter M. Roth, and Horst Bischof In Proc. Workshop of the Austrian Association for Pattern Recognition, 2011
  14. Proc. 16th Computer Vision Winter Workshop (bib)Andreas Wendel, Sabine Sternig, and Martin Godec, eds. Verlag der Technische Universitaet Graz, 2011

2010

  1. Multimedia Documentation Lab (bib)Gerhard Backfried, Dorothea Aniola, Klaus Mak, H.C. Pilles, Gerald Quirchmayr, Werner Winiwarter, and Peter M. Roth In Proc. Int'l Conf. on Knowledge Management and Knowledge Technologies, 2010
  2. Centralized Information Fusion for Learning Object Detectors in Multi-Camera Networks (bib)Armin Berger, Peter M. Roth, Christian Leistner, and Horst Bischof In Proc. Workshop of the Austrian Association for Pattern Recognition, 2010
  3. Video Detection of Dangerous Goods Vehicles in Road Tunnels (bib)Josef Birchbauer, Martin Koestinger, Paul Wohlhart, Peter M. Roth, Horst Bischof, and Claudia Windisch In Proc. Tunnel Safety and Ventilation, 2010
  4. Autonomous Audio-Supported Learning of Visual Classifiers for Traffic Monitoring (bib)Horst Bischof, Martin Godec, Christian Leistner, Andreas Starzacher, and Bernhard Rinner IEEE Intelligent Systems, 2010
  5. On-line Random Naive Bayes for Tracking (bib)Martin Godec, Christian Leistner, Amir Saffari, and Horst Bischof In Proc. Int. Conf. on Pattern Recognition, 2010
  6. Context-driven Clustering by Multi-class Classification in an Active Learning Framework (bib)Martin Godec, Sabine Sternig, Peter M. Roth, and Horst Bischof In Proc. Workshop on Use of Context in Video Processing (CVPR), 2010
  7. MIForests: Multiple-Instance Learning with Randomized Trees (bib)Christian Leistner, Amir Saffari, and Horst Bischof In Proc. European Conf. on Computer Vision, 2010
  8. Online Multi-View Forests for Tracking (bib)Christian Leistner, Martin Godec, Amir Saffari, and Horst Bischof In Proc. DAGM Symposium, 2010
  9. Efficient Object Detection Using Orthogonal NMF Descriptor Hierarchies (bib)Thomas Mauthner, Stefan Kluckner, Peter M. Roth, and Horst Bischof In Proc. DAGM Symposium, 2010
  10. Temporal Feature Weighting for Prototype-Based Action Recognition (bib)Thomas Mauthner, Peter M. Roth, and Horst Bischof In Proc. Asian Conf. on Computer Vision, 2010
  11. Multiple Instance Learning from Multiple Cameras (bib)Peter M. Roth, Christian Leistner, Armin Berger, and Horst Bischof In Proc. IEEE Workshop on Camera Networks (CVPR), 2010
  12. Automatic Detection and Reading of Dangerous Goods Plates (bib)Peter M. Roth, Martin Koestinger, Paul Wohlhart, Horst Bischof, and Josef Birchbauer In Proc. IEEE Int'l Conf. on Advanced Video and Signal-Based Surveillance, 2010
  13. Online Multi-Class LPBoost (bib)Amir Saffari, Martin Godec, Thomas Pock, Christian Leistner, and Horst Bischof In Proc. IEEE Conf. on Computer Vision and Pattern Recognition, 2010
  14. Robust Multi-View Boosting with Priors (bib)Amir Saffari, Christian Leistner, Martin Godec,, and Horst Bischof In Proc. European Conf. on Computer Vision, 2010
  15. PROST: Parallel Robust Online Simple Tracking (bib)Jakob Santner, Christian Leistner, Amir Saffari, and Horst Bischof In Proc. IEEE Conf. on Computer Vision and Pattern Recognition, 2010
  16. TransientBoost: On-line Boosting with Transient Data (bib)Sabine Sternig, Martin Godec, Peter M. Roth, and Horst Bischof In Proc. IEEE Online Learning for Computer Vision Workshop (CVPR), 2010
  17. Robust object detection by classifier cubes and local verification (bib)Sabine Sternig, Hayko Riemenschneider, Peter M. Roth, Michael Donoser, and Horst Bischof In Proc. Workshop of the Austrian Association for Pattern Recognition, 2010
  18. Inverse Multiple Instance Learning for Classifier Grids (bib)Sabine Sternig, Peter M. Roth, and Horst Bischof In Proc. IEEE Int'l Conf. on Pattern Recognition, 2010
    (Winner of the Best Paper Award)
  19. Learning of Scene-Specific Object Detectors by Classifier Co-Grids (bib)Sabine Sternig, Peter M. Roth, and Horst Bischof In Proc. IEEE Int'l Conf. on Advanced Video and Signal-Based Surveillance, 2010
  20. Efficient Robust Active Appearance Model Fitting (bib)Markus Storer, Peter M. Roth, Martin Urschler, Horst Bischof, and Josef A. Birchbauer In Communications in Computer and Information Science, vol. 68, Springer, 2010
  21. 3D Camera Tracking in Unknown Environments using On-line Keypoint Learning (bib)Paul Wohlhart, Peter M. Roth, and Horst Bischof In Proc. Computer Vision Winter Workshop, 2010
  22. Online Semi-Supervised Multiple-Instance Boosting (bib)Bernhard Zeisl, Christian Leistner, Amir Saffari, and Horst Bischof In Proc. IEEE Conf. on Computer Vision and Pattern Recognition, 2010
  23. Audio-Visual Co-Training for Vehicle Classification (bib)M. Godec, C. Leistner, H. Bischof, A. Starzacher, and B. Rinner In IEEE Conference on Advanced Video and Signal Based Surveillance, 2010

2009

  1. Saliency Driven Total Variation Segmentation (bib)Michael Donoser, Martin Urschler, Martin Hirzer, and Horst Bischof In Proc. International Conference on Computer Vision, 2009
  2. A level set framework using a new incremental, robust Active Shape Model for object segmentation and tracking (bib)Michael Fussenegger, Peter M. Roth, Rachid Deriche, Horst Bischof, and Axel Pinz Image and Vision Computing 27: 1157-1168, 2009
  3. Speeding Up Semi-Supervised On-line Boosting for Tracking (bib)Martin Godec, Helmut Grabner, Christian Leistner, and Horst Bischof In Proc. Workshop of the Austrian Association for Pattern Recognition, 2009
  4. An Automatic Hybrid Segmentation Approach for Aligned Face Portrait Images (bib)Martin Hirzer, Martin Urschler, Horst Bischof, and Josef A. Birchbauer In Proc. Workshop of the Austrian Association for Pattern Recognition, 2009
  5. TVGraz: Multi-Modal Learning of Object Categories by Combining Textual and Visual Features (bib)Inayatullah Khan, Amir Saffari, and Horst Bischof In Proc. Workshop of the Austrian Association for Pattern Recognition, 2009
  6. Semantic Image Classification using Consistent Regions and Individual Context (bib)Stefan Kluckner, Thomas Mauthner, Peter M. Roth, and Horst Bischof In Proc. British Machine Vision Conf., 2009
  7. Semantic Classification in Aerial Imagery by Integrating Appearance and Height Information (bib)Stefan Kluckner, Thomas Mauthner, Peter M. Roth, and Horst Bischof In Proc. Asian Conf. on Computer Vision, 2009
  8. On Robustness of On-line Boosting - A Competitive Study (bib)Christian Leistner, Amir R. Saffari A. A., Peter M. Roth, and Horst Bischof In Proc. IEEE On-line Learning for Computer Vision Workshop, 2009
  9. On-line Random Forests (bib)Amir Saffari, Christian Leistner, Jakob Santner, Martin Godec, and Horst Bischof In Proc. IEEE On-line Learning for Computer Vision Workshop, 2009
  10. Semi-Supervised Random Forests (bib)Christian Leistner, Amir Saffari, and Horst Bischof In Proc. Int'l Conf. on Computer Vision, 2009
  11. Action Recognition from a Small Number of Frames (bib)Thomas Mauthner, Peter M. Roth, and Horst Bischof In Proc. Computer Vision Winter Workshop, 2009
  12. Instant Action Recognition (bib)Thomas Mauthner, Peter M. Roth, and Horst Bischof In Proc. Scandinavian Conf. on Image Analysis, 2009
  13. Online Learning of Person Detectors by Co-Training from Multiple Cameras (bib)Peter M. Roth, Christian Leistner, Helmut Grabner, and Horst Bischof In Multi-Camera Networks, Principles and Applications, pages 313-334, Academic Press, 2009
  14. Efficient Human Action Recognition by Cascaded Linear Classification (bib)Peter M. Roth, Thomas Mauthner, Inayatulla Khan, and Horst Bischof In Proc. IEEE Workshop on Video-Oriented Object and Event Classification, 2009
  15. Classifier Grids for Robust Adaptive Object Detection (bib)Peter M. Roth, Sabine Sternig, Helmut Grabner, and Horst Bischof In Proc. IEEE Conf. on Computer Vision and Pattern Recognition, 2009
  16. Proc. 33rd Workshop of the Austrian Association for Pattern Recognition (bib)Peter M. Roth, Thomas Mauthner, and Thomas Pock, eds. Austrian Computer Society, 2009
  17. Online Random Forests (bib)Amir R. Saffari A. A., Christian Leistner, and Horst Bischof In Proc. IEEE On-line Learning for Computer Vision Workshop, 2009
  18. Regularized Multi-Class Semi-Supervised Boosting (bib)Amir R. Saffari A. A., Christian Leistner, and Horst Bischof In Proc. IEEE Conf. on Computer Vision and Pattern Recognition, 2009
  19. Interactive Texture Segmentation using Random Forests and Total Variation (bib)Jakob Santner, Markus Unger, Thomas Pock, Christian Leistner, Amir R. Saffari A. A., and Horst Bischof In Proc. British Machine Vision Conf., 2009
  20. Robust Adaptive Classifier Grids for Object Detection from Static Cameras (bib)Sabine Sternig, Peter M. Roth, Helmut Grabner, and Horst Bischof In Proc. Computer Vision Winter Workshop, 2009
  21. Fast-Robust PCA (bib)Markus Storer, Peter M. Roth, Martin Urschler, and Horst Bischof In Proc. Scandinavian Conf. on Image Analysis, 2009
  22. Active Appearance Model Fitting Under Occlusion Using Fast-Robust PCA (bib)Markus Storer, Peter M. Roth, Martin Urschler, Horst Bischof, and Josef A. Birchbauer In Proc. International Conference on Computer Vision Theory and Applications, 2009
  23. Efficient Classification for Large-scale Problems by Multiple LDA Subspaces (bib)Martina Uray, Peter M. Roth, and Horst Bischof In Proc. International Conference on Computer Vision Theory and Applications, 2009

2008

  1. Semi-Supervised Boosting using Visual Similarity Learning (bib)Christian Leistner, Helmut Grabner, and Horst Bischof In Proc. IEEE Conf. on Computer Vision and Pattern Recognition, 2008
  2. Semi-Supervised Boosting On-line Boosting for Robust Tracking (bib)Helmut Grabner, Christian Leistner, and Horst Bischof In Proc. European Conf. on Computer Vision, 2008
  3. Time-dependent On-line Boosting for Robust Background Modeling (bib)Helmut Grabner, Christian Leistner, and Horst Bischof In Proc. International Conference on Computer Vision Theory and Applications, 2008
  4. Visual On-line Learning in Distributed Camera Networks (bib)Christian Leistner, Peter M. Roth, Helmut Grabner, Andreas Starzacher, Horst Bischof, and Bernhard Rinner In Proc. Int'l Conf. on Distributed Smart Cameras, 2008
  5. Conservative Learning for Object Detectors (bib)Peter M. Roth and Horst Bischof In Machine Learning Techniques for Multimedia, Springer, 2008
  6. Active Sampling via Tracking (bib)Peter M. Roth and Horst Bischof In Proc. IEEE Online Learning for Classification Workshop (CVPR), 2008
  7. InterActive Learning a Person Detector: Fewer Clicks - Less Frustration (bib)Peter M. Roth, Helmut Grabner, Christian Leistner, Martin Winter, and Horst Bischof In Proc. Workshop of the Austrian Association for Pattern Recognition, 2008
  8. 3D tracking in unknown environments using on-line keypoint learning for mobile augmented reality (bib)Schall, G., Grabner, H., Grabner, M., Wohlhart, P., Schmalstieg, D., and Bischof, H. In Proc. IEEE Computer Vision and Pattern Recognition Workshops (CVPRW), 2008

2007

  1. Eigenboosting: Combining Discriminative and Generative Information (bib)Helmut Grabner, Peter M. Roth, and Horst Bischof In Proc. IEEE Conf. on Computer Vision and Pattern Recognition, 2007
  2. Is Pedestrian Detection Really a Hard Task? (bib)Helmut Grabner, Peter M. Roth, and Horst Bischof In Proc. IEEE Intern. Workshop on Performance Evaluation of Tracking and Surveillance, 2007
  3. Incremental LDA Learning by Combining Reconstructive and Discriminative Approaches (bib)Martina Uray, Danijel Skovcaj, Peter M. Roth, Horst Bischof, and Alevs Leonardis In Proc. British Machine Vision Conf., 2007

2006

  1. On-line, incremental learning of a robust active shape model (bib)Michael Fussenegger, Peter M. Roth, Horst Bischof, and Axel Pinz In Proc. DAGM Symposium, 2006
  2. Autonomous Learning of a Robust Background Model for Change Detection (bib)Helmut Grabner, Peter M. Roth, Michael Grabner, and Horst Bischof In Proc. IEEE Intern. Workshop on Performance Evaluation of Tracking and Surveillance, 2006
  3. On-line Learning a Person Model from Video Data (bib)Peter M. Roth and Horst Bischof In Video Proc. IEEE Conf. on Computer Vision and Pattern Recognition, 2006
  4. Tracking for Learning an Object Representation from Unlabeled Data (bib)Peter M. Roth, Michael Donoser, and Horst Bischof In Proc. Computer Vision Winter Workshop, 2006
  5. On-line Learning of Unknown Hand Held Objects via Tracking (bib)Peter M. Roth, Michael Donoser, and Horst Bischof In Proc. Second Intern. Cognitive Vision Workshop, 2006
  6. Incremental Robust Learning an Active Shape Model (bib)Peter M. Roth, Michael Fussenegger, Axel Pinz, and Horst Bischof In Proc. Workshop of the Austrian Association for Pattern Recognition, 2006

2005

  1. Object Detection with Bootstrapped Learning (bib)Peter M. Roth, Horst Bischof, Danijel Skocaj, and Ales Leonardis In Proc. Computer Vision Winter Workshop, 2005
  2. Conservative Visual Learning for Object Detection with Minimal Hand Labeling Effort (bib)Peter M. Roth, Helmut Grabner, Danijel Skocaj, Horst Bischof, and Ales Leonardis In Proc. DAGM Symposium, 2005
  3. On-line conservative learning for person detection (bib)Peter M. Roth, Helmut Grabner, Danijel Skocaj, Horst Bischof, and Ales Leonardis In Proc. IEEE Intern. Workshop on Visual Surveillance and Performance Evaluation of Tracking and Surveillance, 2005

Theses

2013

  1. Scene Specific Object Detection and Tracking (bib)Sabine Sternig Ph.D. Thesis, Graz University of Technology, Faculty of Computer Science, 2013
  2. Exploiting 3D Information for Robust Real-Time Tracking of Multiple Objects in Complex Scenarios (bib)Horst Possegger MSc. Thesis, Graz University of Technology, Faculty of Computer Science, 2013

2012

  1. Video-Based Human Body Action Recognition for Games (bib)Markus Murschitz MSc. Thesis, Graz University of Technology, Faculty of Computer Science, 2012
  2. Learning from Internet Images for Object Categorization (bib)Inayatullah Khan MSc. Thesis, Graz University of Technology, Faculty of Computer Science, 2012
  3. Sparse Coding for Video-Based Analysis (bib)Max Stricker MSc. Thesis, Graz University of Technology, Faculty of Computer Science, 2012

2011

  1. Human Action Recognition using Multiple Instance Learning: A Comparative Study (bib)Gerald Fritz MSc. Thesis, Graz University of Technology, Faculty of Computer Science, 2011
  2. On-line Unsupervised Outlier Detection in Video Streams: A Quantitative Study (bib)Georg Kummert MSc. Thesis, Graz University of Technology, Faculty of Computer Science, 2011
  3. A Transformation Invariant Learning Approach for Detection and Tracking using Weakly-Related Videos (bib)Samuel Schulter MSc. Thesis, Graz University of Technology, Faculty of Computer Science, 2011

2010

  1. Centralized Information Fusion for Learning Object Detectors in Multi-Camera Networks (bib)Armin Berger MSc. Thesis, Graz University of Technology, Faculty of Computer Science, 2010
  2. Multi-Class Semi-Supervised and Online Boosting (bib)Amir Saffari Ph.D. Thesis, Graz University of Technology, Faculty of Computer Science, 2010
  3. Training On-line Boosting Classifiers on Asymmetric Datasets (bib)Nebojsa Simic MSc. Thesis, Graz University of Technology, Faculty of Computer Science, 2010
  4. Semi-Supervised Ensemble Methods for Computer Vision (bib)Christian Leistner Ph.D. Thesis, Graz University of Technology, Faculty of Computer Science, 2010

2009

  1. An Object Recognition System for planar Trademark and Logo Retrieval (bib)Martin Koestinger MSc. Thesis, Graz University of Technology, Faculty of Computer Science, 2009
  2. Object Detection from Aerial Images (bib)Thuy Nguyen Ph.D. Thesis, Graz University of Technology, Faculty of Computer Science, 2009
  3. Tracking on-line learned Natural Features for Mobile Augmented Reality (bib)Paul Wohlhart MSc. Thesis, Graz University of Technology, Faculty of Computer Science, 2009

2008

  1. Robust Object Tracking using Semi-Supervised On-line Boosting (bib)Martin Godec MSc. Thesis, Graz University of Technology, Faculty of Computer Science, 2008
  2. Segmentation of Face Images (bib)Martin Hirzer MSc. Thesis, Graz University of Technology, Faculty of Computer Science, 2008
  3. Online Learning from Multiple Cameras (bib)Emile Richard MSc. Thesis, Graz University of Technology, Faculty of Computer Science, 2008
  4. On-line Conservative Learning (bib)Peter M. Roth Ph.D. Thesis, Graz University of Technology, Faculty of Computer Science, 2008
  5. Robust Object Detection Using an On-line Learned Classifier Grid (bib)Sabine Sternig MSc. Thesis, Graz University of Technology, Faculty of Computer Science, 2008

Technical Reports

2010

  1. Planar Trademark and Logo Retrieval (bib)Martin Koestinger, Peter M. Roth, and Horst Bischof Technical Report, Graz University of Technology, Inst. f. Computer Graphics and Vision, ICG-TR-10/01, 2010 (Presented at Computer Vision Winter Workshop 2010)

2009

  1. Learning Person Detectors from Multiple Cameras (bib)Peter M. Roth, Christian Leistner, and Horst Bischof Technical Report, Graz University of Technology, Inst. f. Computer Graphics and Vision, ICG-TR-03/09, 2009
  2. KIRAS-MDL State-of-the-Art Report (bib)Martin Koestinger, Paul Wohlhart, Peter M. Roth, and Horst Bischof Technical Report, Graz University of Technology, Inst. f. Computer Graphics and Vision, ICG-TR-09/09, 2009

2008

  1. Survey of Appearance-based Methods for Object Recognition (bib)Peter M. Roth and Martin Winter Technical Report, Graz University of Technology, Inst. f. Computer Graphics and Vision, ICG-TR-01/08, 2008
  2. Marker Detection for Augmented Reality Applications (bib)Martin Hirzer Technical Report, Graz University of Technology, Inst. f. Computer Graphics and Vision, ICG-TR-08/05, 2008

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