Publications by Roth Peter M.

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Show Authors: Maurer Michael , Saffari Amir , Schulter Samuel , Seichter Hartmut , Zeisl Bernhard , Lex Alexander , Arth Clemens , Barakonyi István , Bauer Joachim , Beichel Reinhard , Bischof Horst , Bornik Alexander , Reitinger Bernhard , Bauer Christian , Gruber Lukas , Kainz Bernhard , Pirchheim Christian , Wagner Daniel , Kalkofen Denis , Donoser Michael , Elbischger Pierre , Ferstl David , Fraundorfer Friedrich , Reitmayr Gerhard , Godec Martin , Graber Gottfried , Grabner Markus , Grubert Jens , Hartl Andreas , Hauswiesner Stefan , Riemenschneider Hayko , Grabner Helmut , Hirzer Martin , Hofer Manuel , Hoppe Christof , Irschara Arnold , Newman Joseph , Junghanns Sebastian , Khan Inayatullah , Kalkusch Michael , Karner Konrad , Khlebnikov Rostislav , Klaus Andreas , Klopschitz Manfred , Kluckner Stefan , Köstinger Martin , Kontschieder Peter , Pirker Katrin , Kruijff Ernst , Langlotz Tobias , Langs Georg , Leberl Franz , Lee Felix , Leistner Christian , Leitner Raimund , Lenz Martin , Mauthner Thomas , Meixner Philipp , Mendez Erick , Grabner Michael , Heber Markus , Mühl Judith , Mulloni Alessandro , Ober Sandra , Pacher Georg , Partl Christian , Pflugfelder Roman , Pinz Axel , Roth Peter M. , Pock Thomas , Puff Werner , Pan Qi , Ram Surinder , Grasset Raphael , Recky Michal , Regenbrecht Holger , Reinbacher Christian , Rüther Matthias , Rumpler Markus , Santner Jakob , Sareika Markus , Schall Gerhard , Schmalstieg Dieter , Schulz Hans-Jörg , Sormann Mario , Steinberger Markus , Sternig Sabine , Storer Markus , Straka Matthias , Streit Marc , Tatzgern Markus , Nguyen Thanh , Nguyen Thuy , Trobin Werner , Unger Markus , Uray Martina , Urschler Martin , Veas Eduardo , Waldner Manuela , Wendel Andreas , Werlberger Manuel , Winter Martin , Wohlhart Paul , Zach Christopher , Zebedin Lukas , Zollmann Stefanie

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Show Keywords: 3D Computer Vision 3D reconstruction Aerial Vision Augmented Reality Augmented Video Best Paper Award Biometrics Caleydo Computer Graphics Computer Vision Convex Optimization Coordinate transformations detection face Fingerprint Georeferencing GPU GUI HOG Human Computer Interaction Image Labelling Industrial Applications Information Visualization integral imaging Interaction Interaction Design Machine Learning Medical computer vision Medical Visualization Mixed Reality Mobile computing Mobile phone Model Multi-Display Environments Multiple Perspectives Object detection Object recognition Object reconstruction Object Tracking On-Line Learning Robotics Segmentation Shape analysis shape from focus SLAM Software Projects Structure from Motion Surveillance SVM Symmetry Tracking Fusion Tracking, Action Recognition User Interfaces Variational Methods Virtual reality and augmented reality Visual Tracking Visualization

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Title	Authors	Details	Downloads
Pedestrian Detection, Tracking and Re-Identification for Search in Visual Surveillance Data	Beleznai Csaba, Rauter Michael, Hirzer Martin, Roth Peter M.	In Proc. Conf. of the Hungarian Association for Image Processing and Pattern Recognition (KEPAF), 2013	-
Relaxed Pairwise Learned Metric for Person Re-Identification	Hirzer Martin, Roth Peter M., Köstinger Martin, Bischof Horst	In Proc. European Conf. on Computer Vision (ECCV), 2012	PDF
Person Re-Identification by Efficient Impostor-based Metric Learning	Hirzer Martin, Roth Peter M., Bischof Horst	In Proc. IEEE Int'l Conf. on Advanced Video and Signal-Based Surveillance (AVSS), 2012	PDF
Dense Appearance Modeling and Efficient Learning of Camera Transitions for Person Re-Identification	Hirzer Martin, Beleznai Csaba, Köstinger Martin, Roth Peter M., Bischof Horst	In Proc. IEEE Int'l Conf. on Image Processing (ICIP), 2012	PDF
Person Re-Identification by Descriptive and Discriminative Classification	Hirzer Martin, Beleznai Csaba, Roth Peter M., Bischof Horst	In Proc. Scandinavian Conf. on Image Analysis (SCIA), 2011	PDF
Detecting Partially Occluded Objects with an Implicit Shape Model Random Field	Wohlhart Paul, Donoser Michael, Roth Peter M., Bischof Horst	Asian Conference on Computer Vision, 2012	PDF
Segmentation-based Tracking by Support Fusion	Heber Markus, Godec Martin, Rüther Matthias, Roth Peter M., Bischof Horst	Computer Vision and Image Understanding, 2013-February	LINK
Learn to Move: Activity Specic Motion Models for Tracking by Detection	Mauthner Thomas, Roth Peter M., Bischof Horst	3rd IEEE International Workshop on Analysis and Retrieval of Tracked Events and Motion in Imagery Streams (ARTEMIS 2012), 2012	PDF
SkiTracker: Robust Outdoor PTZ-Tracking	Mauthner Thomas, Roth Peter M., Klaus Mairinger, Bischof Horst	Computer Vision in Applications Workshop, DAGM 2012, 2012	PDF
Next-Generation 3D Visualization for Visual Surveillance	Roth Peter M., Bischof Horst, Norbert Brändle, Peter Widhalm, Sven Havemann, Volker Settgast, Marcel Lancelle, Josef Birchbauer	Proc. AVSS, IEEE, 2011	-
Next-Generation 3D Visualization for Visual Surveillance	Roth Peter M., Bischof Horst, Norbert Brändle, Peter Widhalm, Sven Havemann, Volker Settgast, Marcel Lancelle, Josef Birchbauer	Proc. AVSS, IEEE, 2011	-
Density-based rare event detection from streams of neuromorphic sensor data	Csaba Beleznai, Nabil Belbachir, Roth Peter M.	Proc. ICDSC, IEEE, 2012	-
OUTLIER – Online Learning and Visualization of Unusual Events	Josef Birchbauer, schulter, Rene Schuster, Georg Poier, Martin Winter, Peter Schallauer, Roth Peter M., Bischof Horst	Proc. AVSS (Demo Session), IEEE, 2011	-
Large Scale Metric Learning from Equivalence Constraints	Köstinger Martin, Hirzer Martin, Wohlhart Paul, Roth Peter M., Bischof Horst	In Proc. IEEE Conf. on Computer Vision and Pattern Recognition, 2012	Full text (pdf), POSTER (png), Code (Matlab)
Synergy-based Learning of Facial Identity	Köstinger Martin, Roth Peter M., Bischof Horst	In Proc. DAGM Symposium, DAGM, 2012	PDF
Robust Face Detection by Simple Means	Köstinger Martin, Wohlhart Paul, Roth Peter M., Bischof Horst	In Proc. Computer Vision in Applications Workshop (DAGM), 2012-08	PDF
Discriminative Hough Forests for Object Detection	Wohlhart Paul, Schulter Samuel, Köstinger Martin, Roth Peter M., Bischof Horst	British Machine Vision Conference, BMVA, 2012	PDF
On-line Conservative Learning	Roth Peter M.	Institute for Computer Graphics and Vision, Graz University of Technology, 2008	PDF
Hough Regions for Joining Instance Localization and Segmentation	Riemenschneider Hayko, Sternig Sabine, Donoser Michael, Roth Peter M., Bischof Horst	Proceedings European Conference on Computer Vision (ECCV), 2012	PDF
Unsupervised Calibration of Camera Networks and Virtual PTZ Cameras	Horst Possegger, Rüther Matthias, Sternig Sabine, Mauthner Thomas, Klopschitz Manfred, Roth Peter M., Bischof Horst	17th Computer Vision Winter Workshop, 2012	Paper data
Multi-camera Multi-object Tracking by Robust Hough-based Homography Projections	Sternig Sabine, Mauthner Thomas, Irschara Arnold , Roth Peter M., Bischof Horst	IEEE Workshop on Visual Surveillance, 2011	paper
Real-time Activity Repetition Detection	Markus Murschitz, Mauthner Thomas, Roth Peter M., Horst Bischof	17th Computer Vision Winter Workshop, 2012	paper data
Slow feature analysis for autonomous learning object categories from videos	Max Stricker, Roth Peter M., Bischof Horst	In Proc. Computer Vison Winterworkshop , 2012
Text Localization in Unconstrained Images	Georg Poier, Jürgen Hatzl, Stefan Kluckner, Roth Peter M., Bischof Horst	In Proc. Computer Vision Winterworkshop , 2012
Multi-Cue Learning and Visualization of Unusual Events	Schuster Rene, Schulter Samuel, Poier Georg, Hirzer Martin, Birchbauer Josef, Roth Peter M., Bischof Horst, Winter Martin, Schallauer Peter	11th IEEE Workshop on Visual Surveillance (ICCV), 2011	TBA
Open Source Intelligence am Beispiel von KIRAS MDL: Multimedia Documentation Lab	Gerhard Backfried, Dorothea Aniola, Gerald Quirchmayr, Werner Winiwarter, Klaus Mak, H. C. Pilles, Christian Meurers, Köstinger Martin, Wohlhart Paul, Roth Peter M.	Proceedings of 9. Sicherheitskonferenz Krems, 2011
On-line Inverse Multiple Instance Boosting for Classifier Grids	Sternig Sabine, Roth Peter M., Bischof Horst	Pattern Recognition Letters, 2011-11
On-line Hough Forests	Schulter Samuel, Leistner Christian, Roth Peter M., Luc Van Gool, Bischof Horst	Proceedings of British Machine Vision Conference (BMVC), 2011	PDF
Learning Face Recognition in Videos from Associated Information Sources	Wohlhart Paul, Köstinger Martin, Roth Peter M., Bischof Horst	In Proceedings 35th OAGM/AAPR Workshop, Graz, Austria, 2011-May
Multiple Instance Boosting for Face Recognition in Videos	Wohlhart Paul, Köstinger Martin, Roth Peter M., Bischof Horst	In Proc. DAGM Symposium, 2011, Springer, 2011	pdf
Hough-based Tracking of Non-Rigid Objects	Godec Martin, Roth Peter M., Bischof Horst	Proc. Int. Conf. on Computer Vision, 2011	PDF
Annotated Facial Landmarks in the Wild: A Large-scale, Real-world Database for Facial Landmark Localization	Köstinger Martin, Wohlhart Paul, Roth Peter M., Bischof Horst	In First IEEE International Workshop on Benchmarking Facial Image Analysis Technologies, 2011	pdf
Learning to Recognize Faces from Videos and Weakly Related Information Cues	Köstinger Martin, Wohlhart Paul, Roth Peter M., Bischof Horst	In Proc. IEEE Int'l Conf. on Advanced Video and Signal-Based Surveillance, 2011	pdf
Learning Object Detectors from Weakly-Labeled Internet Images	Khan Inayatullah, Roth Peter M., Bischof Horst	In Proceedings 35th OAGM/AAPR Workshop, Graz, Austria, 2011-May	PDF
Efficient Object Detection Using Orthogonal NMF Descriptor Hierarchies	Mauthner Thomas, Kluckner Stefan , Roth Peter M., Bischof Horst	Proceedings Annual Symposium German Association for Pattern Recognition, 2010	PDF
Multiple instance learning from multiple cameras	Roth Peter M., Leistner Christian, Armin Berger, Bischof Horst	Proc. IEEE Workshop on Camera Networks, 2010	PDF
Temporal feature weighting for prototype-based action recognition	Mauthner Thomas, Roth Peter M., Bischof Horst	Proc. Asian Computer Vision Conference, 2010	PDF
Centralized information fusion for learning object detectors in multi-camera networks	Armin Berger, Roth Peter M., Leistner Christian, Bischof Horst	Proc. Workshop of the Austrian Association for Pattern Recognition, 2010	PDF
Learning of Scene-Specific Object Detectors by Classifier Co-Grids	Sternig Sabine, Roth Peter M., Bischof Horst	IEEE International Conference on Advanced Video and Signal Based Surveillance, 2010	PDF
Context-driven Clustering by Multi-class Classification in an Active Learning Framework	Godec Martin, Sternig Sabine, Roth Peter M., Bischof Horst	IEEE Workshop on Use of Context in Video Processing (CVPR) , 2010	PDF
TransientBoost: On-line Boosting with Transient Data	Sternig Sabine, Godec Martin, Roth Peter M., Bischof Horst	IEEE Online Learning for Computer Vision Workshop (CVPR) , 2010	PDF
Inverse Multiple Instance Learning for Classifier Grids	Sternig Sabine, Roth Peter M., Bischof Horst	International Conference on Pattern Recognition, 2010	PDF
Efficient Classification for Lage-Scale Problems by Multiple LDA Subspaces	Uray Martina, Roth Peter M., Bischof Horst	Proc.Int'l Conf. on Computer Vision Theory and Applications, 2009-February	PAPER
KIRAS-MDL state-of-the-art report	Köstinger Martin, Wohlhart Paul, Roth Peter M., Bischof Horst	Nr.9, 2009
Learning person detectors from multiple cameras	Roth Peter M., Leistner Christian, Bischof Horst	Nr.3, 2009
Active Sampling via Tracking	Roth Peter M., Bischof Horst	Proc. IEEE Online Learning for Classification Workshop, 2008	PAPER
Robust adaptive classier grids for object detection from static cameras	Sternig Sabine, Roth Peter M., Grabner Helmut, Bischof Horst	Proc. Computer Vision Winter Workshop, 2009	PAPER
Automatic detection and reading of dangerous goods plates	Roth Peter M., Köstinger Martin, Wohlhart Paul, Bischof Horst, Josef Birchbauer.	Proc. IEEE Int'l Conf. on Advanced Video and Signal-Based Surveillance, 2010
Video detection of dangerous goods vehicles in road tunnels	Josef Birchbauer, Köstinger Martin, Wohlhart Paul, Roth Peter M., Bischof Horst, Claudia Windisch	Proc. Tunnel Safety and Ventilation, 2010
Multimedia Documentation Lab.	Gerhard Backfried, Dorothea Aniola, Klaus Mak, H.C. Pilles, Gerald Quirchmayr, Werner Winiwarter, Roth Peter M.	Proc. Int'l Conf. on Knowledge Management and Knowledge Technologies, 2010
Proc. 33rd Workshop of the Austrian Association for Pattern Recognition	Roth Peter M., Mauthner Thomas, Pock Thomas, (eds.)	books@ocg.at, Band 254, OCG, 2009	LINK
Planar Trademark and Logo Retrieval	Köstinger Martin, Roth Peter M., Bischof Horst	Graz University of Technology, Nr.1, 2010-02
3D Camera Tracking in Unknown Environments by On-line Keypoint Learning	Wohlhart Paul, Roth Peter M., Bischof Horst	Computer Vision Winter Workshop 2010 , Czech Pattern Recognition Society , 2010	cvww2010_wohlahrt.pdf
Robust Object Detection by Classiﬁer Cubes and Local Veriﬁcation	Sternig Sabine, Riemenschneider Hayko, Roth Peter M., Donoser Michael, Bischof Horst	Proc. 34th Workshop of the Austrian Association for Pattern Recognition (ÖAGM 2010), 2010-May
Efficient Robust Active Appearance Model Fitting	Storer Markus, Roth Peter M., Urschler Martin, Bischof Horst, Josef A. Birchbauer	Book Communications in Computer and Information Science (CCIS), vol. 68 , Springer-Verlag , 2010-August
In Multi-Camera Networks, Principles and Applications	Roth Peter M., Leistner Christian, Grabner Helmut, Bischof Horst	Academic Press, 2009
Efficient Human Action Recognition by Cascaded Linear Classification	Roth Peter M., Mauthner Thomas, Khan Inayatullah, Bischof Horst	1st IEEE Workshop on Video-Oriented Object and Event Classification, 2009	PDF
Instant Action Recognition	Mauthner Thomas, Roth Peter M., Bischof Horst	Scandinavian Conference on Image Analysis, 2009-June	PDF
Action Recognition from a Small Number of Frames	Mauthner Thomas, Roth Peter M., Bischof Horst	Computer Vision Winter Workshop, 2009
Semantic Classification in Aerial Imagery by Integrating Appearance and Height Information	Kluckner Stefan , Mauthner Thomas, Roth Peter M., Bischof Horst	Proc. Asian Conference on Computer Vision (ACCV), 2009	PDF
Semantic Image Classification using Consistent Regions and Individual Context	Kluckner Stefan , Mauthner Thomas, Roth Peter M., Bischof Horst	Proc. British Machine Vision Conference (BMVC), 2009	PDF
On Robustness of On-line Boosting - A Competitive Study	Leistner Christian, Saffari Amir, Roth Peter M., Bischof Horst	3rd IEEE ICCV Workshop on On-line Computer Vision, 2009	PDF
Active Appearance Model Fitting Under Occlusion Using Fast-Robust PCA	Storer Markus, Roth Peter M., Urschler Martin, Bischof Horst, Josef A. Birchbauer	Proc. International Conference on Computer Vision Theory and Applications (VISAPP), 2009-February	PDF BIBTEX
Fast-Robust PCA	Storer Markus, Roth Peter M., Urschler Martin, Bischof Horst	Proc. 16th Scandinavian Conference on Image Analysis (SCIA), 2009-June	PDF BIBTEX
A level set framework using a new incremental, robust Active Shape Model for object segmentation and tracking	Michael Fussenegger, Roth Peter M., Rachid Deriche, Bischof Horst, Axel Pinz	Image and Vision Computing, 27, 1157-1168, 2009	LINK
Classifier Grids for Robust Adaptive Object Detection	Roth Peter M., Sternig Sabine, Grabner Helmut, Bischof Horst	Proc. IEEE Conf. on Computer Vision and Pattern Recognition, 2009	PDF
InterActive Learning a Person Detector: Fewer Clicks - Less Frustration	Roth Peter M., Grabner Helmut, Leistner Christian, Winter Martin, Bischof Horst	Proc. Workshop of the Austrian Association for Pattern Recognition, 2008	PDF
Visual On-line Learning in Distributed Camera Networks	Leistner Christian, Grabner Helmut, Roth Peter M., Bischof Horst	Intern. Conference on Distributed Smart Cameras, IEEE, 2008	PDF
Survey of Appearance-Based Methods for Object Recognition	Roth Peter M., Winter Martin	Institute for Computer Graphics and Vision, Graz University of Technology, 2008	PDF
Conservative Learning for Object Detectors	Roth Peter M., Bischof Horst	Machine Learning Techniques for Multimedia, 139-158, 2008	PDF
On-line Learning a Person Model from Video Data	Roth Peter M., Bischof Horst	Video Proc. for IEEE Conference on Computer Vision and Pattern Recognition, 2006	PDF BIBTEX MOVIE
On-line conservative learning for person detection	Roth Peter M., Grabner Helmut, Danijel Skocaj, Bischof Horst, Ales Leonardis	Proc. 2nd Joint IEEE International Workshop on Visual Surveillance and Performance Evaluation of Tracking and Surveillance (VS-PETS), 2005	PDF BIBTEX
Conservative visual learning for object detection with minimal hand labeling effort	Roth Peter M., Grabner Helmut, Danijel Skocaj, Bischof Horst, Ales Leonardis	Proc. 27th DAGM Symposium, Springer, volume 3663 of LNCS, 2005	PDF BIBTEX
Object detection with bootstrapped learning	Roth Peter M., Bischof Horst, Danijel Skocaj, Ales Leonardis	Proc. 10th Computer Vision Winter Workshop, 2005	PDF BIBTEX
Tracking for Learning an Object Representation from Unlabeled Data	Roth Peter M., Donoser Michael, Bischof Horst	Proc. 11th Computer Vision Winter Workshop, Czech Society for Cybernetics and Informatics, 2006	PDF BIBTEX
On-line Learning of Unknown Hand Held Objects via Tracking	Roth Peter M., Donoser Michael, Bischof Horst	Proc. Second International Cognitive Vision Workshop, 2006	PDF BIBTEX
On-line, Incremental Learning of a Robust Active Shape Model	Fussenegger Michael, Roth Peter M., Pinz Axel, Bischof Horst	Proc. 28th DAGM Symposium, Springer, LNCS (in press), 2006	PDF BIBTEX
Incremental Robust Learning an Active Shape Model	Roth Peter M., Fussenegger Michael, Bischof Horst, Pinz Axel	Proc. 30th Workshop of the Austrian Association for Pattern Recognition, 2006	PDF BIBTEX
Autonomous Learning a Robust Background Model for Change Detection	Grabner Helmut, Roth Peter M., Grabner Michael, Bischof Horst	Proc. 9th IEEE International Workshop on Performance Evaluation of Tracking and Surveillance, pages 39-46, 2006	PDF
Eigenboosting: Combining Discriminative and Generative Information	Grabner Helmut, Roth Peter M., Bischof Horst	IEEE Conference on Computer Vision and Pattern Recognition (CVPR'07), 2007	PDF
Is Pedestrian Detection Really a hard Task	Grabner Helmut, Roth Peter M., Bischof Horst	IEEE Workshop on Performance Evaluation of Tracking and Surveillance, to appear, 2007	PDF
Incremental LDA Learning by Combining Reconstructive and Discriminative Approaches	Uray Martina, Danijel Skocaj, Roth Peter M., Bischof Horst, Ales Leonardis	Proceedings of the 18th British Machine Vision Conference (BMVC 2007), BMVA, Abhir Bhalerao and Nasir Rajpoot, 2007-September	PDF POSTER