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Peter Roth

Dipl.-Ing. Dr.techn.

20032021
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Research Output 2005 2019

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Conference contribution
2005

Conservative Visual Learning for Object Detection with Minimal Hand Labeling Effort

Roth, P., Grabner, H., Skocaj, D., Bischof, H. & Leonardis, A., 2005, Pattern Recogntion 27th DAGM Symposium. Kropatsch, W. G. (ed.). ., p. 293-300

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Object detection with bootstrapped learning

Roth, P., Bischof, H., Skocaj, D. & Leonardis, A., 2005, Proceedings Computer Vision Winter Workshop 2005. ., p. 33-42

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

On-line conservative learning for person detection

Roth, P., Grabner, H., Skocaj, D., Bischof, H. & Leonardis, A., 2005, Proceedings Joint IEEE International Workshop on VS-PETS 2005. IEEE Computer Society, p. 223-230

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

2006

Autonomous Learning a Robust Background Model for Change Detection

Grabner, H., Roth, P., Grabner, M. & Bischof, H., 2006, Proc. of 9th IEEE International Workshop on Performance Evaluation of Tracking and Surveillance. ., p. 39-46

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Incremental Robust Learning an Active Shape Model

Roth, P., Fussenegger, M., Pinz, A. & Bischof, H., 2006, Workshop of the Austrian Association for Pattern Recognition. ., p. 37-44

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

On-line, incremental learning of a robust active shape model

Fussenegger, M., Roth, P., Bischof, H. & Pinz, A., 2006, 28th DAGM. Springer, Vol. volume LNCS 4174. p. 122-131

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

On-line learning of unknown hand held objects via tracking

Roth, P., Donoser, M. & Bischof, H., 2006, Proc. ICVW '06, 2nd International Cognitive Vision Workshop. ., p. 00-00

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Tracking for learning an object representation from unlabeled data

Roth, P., Donoser, M. & Bischof, H., 2006, Proc. of 11th Computer Vision Winter Workshop. ., p. 46-51

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

2007

Eigenboosting: Combining Discriminative and Generative Information

Grabner, H., Roth, P. & Bischof, H., 2007, Proceedings IEEE Conference on Computer Vision and Pattern Recognition. ., p. 1-8

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Incremental LDA Learning by Combining Reconstructive and Discriminative Approaches

Uray, M., Roth, P., Bischof, H., Leonardis, A. & Skocaj, D., 2007, Proceedings of the 18th British Machine Vision Conference 2007. ., p. 272-281

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Is Pedestrian Detection Really a hard Task

Grabner, H., Roth, P. & Bischof, H., 2007, Proceedings of the IEEE Workshop on Performance Evaluation of Tracking and Surveillance. ., p. 1-8

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

2008

Active Sampling via Tracking

Roth, P. & Bischof, H., 2008, Proceedings of the CVPR 2008 Workshop IEEE Online Learning for Classification. Institute of Electrical and Electronics Engineers, p. 1-8

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Interactive Learning a Person Detector: Fewer Clicks - Less Frustration

Roth, P., Grabner, H., Leistner, C., Winter, M. & Bischof, H., 2008, Proceedings of the Austrian Association for Pattern Recognition. ., p. 199-210

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Online Learning in Distributed Camera Networks

Leistner, C., Roth, P., Grabner, H., Bischof, H., Starzacher, A. & Rinner, B., 2008, (Accepted/In press) Proceedings on ICDSC 2008. .

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Visual On-line Learning in Distributed Camera Networks

Leistner, C., Grabner, H., Roth, P. & Bischof, H., 2008, (Accepted/In press) Proceedings of the IEEE International Conference on Distributed Smart Cameras. .

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

2009

Action Recognition from a Small Number of Frames

Mauthner, T., Roth, P. & Bischof, H., 2009, (Accepted/In press) Proceedings of the Computer Vision Winterworkshop 2009. .

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Active Appearance Model Fitting Under Occlusion Using Fast-Robust PCA

Storer, M., Roth, P., Urschler, M., Bischof, H. & Birchbauer, J. A., 2009, Proceedings of International Conference on Computer Vision Theory and Applications (VISAPP). INSTICC Press, p. 130-137

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Classifier Grids for Robust Adaptive Object Detection

Roth, P., Sternig, S., Grabner, H. & Bischof, H., 2009, Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR '09). ., p. 2727-2734

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Efficient Classification for Lage-Scale Problems by Multiple LDA Subspaces

Uray, M., Roth, P. & Bischof, H., 2009, (Accepted/In press) Proceedings of the International Conference on Computer Vision Theory and Application 2009. .

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Efficient Human Action Recognition by Cascaded Linear Classification

Roth, P., Mauthner, T., Khan, I. & Bischof, H., 2009, (Accepted/In press) Proceedings of 1st IEEE Workshop on Video-Oriented Object and Event Classification. .

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Instant Action Recognition

Mauthner, T., Roth, P. & Bischof, H., 2009, (Accepted/In press) Proceedings of Scandinavian Conference on Image Analysis. .

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

On Robustness of On-line Boosting - A Competitive Study

Leistner, C., Saffari, A., Roth, P. & Bischof, H., 2009, (Accepted/In press) Proceedings of 3rd IEEE ICCV Workshop on On-line Computer Vision 2009. .

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Robust Adaptive Classifier Grids for Object Detection from Static Cameras

Sternig, S., Roth, P., Grabner, H. & Bischof, H., 2009, (Accepted/In press) Proceedings of Computer Vision Winter Workshop. .

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Semantic Classification in Aerial Imagery by Integrating Appearance and Height Information

Kluckner, S., Mauthner, T., Roth, P. & Bischof, H., 2009, (Accepted/In press) Proceedings of the Asian Conference on Computer Vision. .

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Semantic Classification in Aerial Imagery by Integrating Appearance and Height Information

Kluckner, S., Mauthner, T., Roth, P. & Bischof, H., 2009, Proceedings for ACCV 2009. ., p. 477-488

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Semantic Image Classification using Consistent Regions and Individual Context

Kluckner, S., Mauthner, T., Roth, P. & Bischof, H., 2009, (Accepted/In press) Proceedings of the British Machine Vision Conference 2009 (BMVC). .

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

2010

3D Camera Tracking in Unknown Environments by On-line Keypoint Learning

Wohlhart, P., Roth, P. & Bischof, H., 2010, Proceedings of the Computer Vision Winterworkshop. ., p. 7-14

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Open Access
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Centralized information fusion for learning object detectors in multi-camera networks

Berger, A., Roth, P., Leistner, C. & Bischof, H., 2010, Proceedings for OeAGM 2010. ., p. 23-30

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Context-driven Clustering by Multi-Class Classification in an Adaptive Learning Framework

Godec, M., Sternig, S., Roth, P. & Bischof, H., 2010, Proceedings for CVPR 2010. ., p. 19-24

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Efficient Object Detection Using Orthogonal NMF Descriptor Hierarchies

Mauthner, T., Kluckner, S., Roth, P. & Bischof, H., 2010, Proceedings for DAGM 2010. Goesele, M., Roth, S., Kuijper, A., Schiele, B. & Schindler, K. (eds.). ., p. 212-221

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Inverse mulitple instance learning for classifier grids

Sternig, S., Roth, P. & Bischof, H., 2010, International Conference on Pattern Recognition. ., p. 770-773

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Learning of Scene-Specific Object Detector by Classifier Grids

Sternig, S., Roth, P. & Bischof, H., 2010, Proceedings for AVSS 2010. ., p. 408-413

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Multiple Instance Learning from Multiple Cameras

Roth, P., Leistner, C. & Bischof, H., 2010, Proceedings for CVPR 2010. ., p. 17-24

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Robust Object Detection by Classifier Cubes and Local Verification

Sternig, S., Riemenschneider, H., Roth, P., Donoser, M. & Bischof, H., 2010, Proceedings of the 34th Workshop of the Austrian Association for Pattern Recognition. ., p. 71-78

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Temporal feature weighting for prototype-based action recognition

Mauthner, T., Roth, P. & Bischof, H., 2010, Proceedings of the Asian Conference on Computer Vision. Kimmel, R., Klette, R. & Sugimoto, A. (eds.). ., p. 1115-1129

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

TransientBoost: Online Boosting with Transient Data

Sternig, S., Godec, M., Roth, P. & Bischof, H., 2010, Proceedings for CVPR 2010. ., p. 22-27

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Video detection of dangerous good vehicles in road tunnels

Birchbauer, J., Köstinger, M., Wohlhart, P., Roth, P., Bischof, H. & Windisch, C., 2010, (Accepted/In press) Proceedings for Tunnel Safety and Ventilation 2010. .

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

2011

Annotated Facial Landmarks in the Wild: A Large-scale, Real-world Database for Facial Landmark Localization

Köstinger, M., Wohlhart, P., Roth, P. & Bischof, H., 2011, (Accepted/In press) Proceedings of BeFit 2011. .

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Automatic dedection and reading of dangerous goods plates

Roth, P., Köstinger, M., Wohlhart, P., Bischof, H. & Birchbauer, J., 2011, (Accepted/In press) IEEE International Conference on Advanced Video and Signal Based Surveillance. .

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Hough-based On-line Tracking of non-rigid Objects

Godec, M., Roth, P. & Bischof, H., 2011, Proceedings for ICCV 2011. ., p. 81-88

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Learning Face Recognition in Videos from Associated Information Sources

Wohlhart, P., Köstinger, M., Roth, P. & Bischof, H., 2011, (Accepted/In press) Workshop of the Austrian Association for Pattern Recognition. .

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Learning Object Detectors from Weakl-Labeled Internet Images

Khan, I., Roth, P. & Bischof, H., 2011, (Accepted/In press) Proceedings for AAPR/OAGM 2011. .

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Learning to Recognize Faces from Videos and Weakly Related Information Cues

Köstinger, M., Wohlhart, P., Roth, P. & Bischof, H., 2011, (Accepted/In press) Proceedings of AVSS 2011. .

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Multiple Instance Boosting for Face Recognition in Videos

Wohlhart, P., Köstinger, M., Roth, P. & Bischof, H., 2011, (Accepted/In press) Proceedings of 33rd DAGM. .

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Next-Generation 3D Visualization for Visual Surveillance

Roth, P., Settgast, V., Widhalm, P., Lancelle, M., Brändle, J., Havemann, S. & Bischof, H., 2011, 8th IEEE International Conference on Advanced Video and Signal-Based Surveillancei (AVSS). ., p. 1-6

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

On-line Hough Forests

Schulter, S., Leistner, C., Roth, P., Bischof, H. & Van Gool, L., 2011, (Accepted/In press) Proceedings of BMVC 2011. .

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Open Source Intelligence am Beispiel von KIRAS MDL: Multimedia Documentation Lab

Backfried, G., Aniola, D., Quirchmayr, G., Winiwarter, W., Mak, K., Pilles, H. C., Meurers, C., Köstinger, M., Wohlhart, P. & Roth, P. M., 2011, Proceedings of Sicherheitskonferenz Krems 2011. .

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Open Access
File

Person Re-Identification by Descriptive and Discriminative Classification

Hirzer, M., Roth, P., Beleznai, C. & Bischof, H., 2011, Proceedings of the Scandinavian Conference on Image Analysis (SCIA). ., p. 91-102

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Feature extraction
Classifiers
Cameras
Statistical Models
2012

Dense appearance modeling and efficient learning of camera transitions for person re-identification

Hirzer, M., Beleznai, C., Köstinger, M., Roth, P. & Bischof, H., 2012, Proceedings of the IEEE International Conference on Image Processing (ICIP). ., p. 1617-1620

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Cameras
Color
Learning systems
Costs

Density-based rare event detection from streams of neuromorphic sensor data

Beleznai, C., Belbachir, N. & Roth, P., 2012, Proc. International Conference on Distributed Smart Cameras. .

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Open Access
File