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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

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
File

3D Localization in Urban Environments from Single Images

Armagan, A., Hirzer, M., Roth, P. M. & Lepetit, V., 2017, Proceedings of the OAGM/AAPR & ARW Joint Workshop (OAGM/AAPR & ARW).

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

Information use
Image segmentation
Accelerometers
Learning systems
Global positioning system

3D Pose Estimation and 3D Model Retrieval for Objects in the Wild

Grabner, A., Roth, P. M. & Lepetit, V., 2018, Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 10 p.

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

Open Access
File
Geometry

Accurate Camera Registration in Urban Environments Using High-Level Feature Matching

Armagan, A., Hirzer, M., Roth, P. M. & Lepetit, V., 2017, Proceedings of the British Machine Vision Conference (BMVC).

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

Cameras
Bridge approaches
Semantics

Accurate Object Detection with Joint Classification-Regression Random Points

Schulter, S., Leistner, C., Wohlhart, P., Roth, P. & Bischof, H., 2014, (Accepted/In press) Conference on Computer Vision and Pattern Recognition. .

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

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

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

ALCN: Adaptive Local Contrast Normalization for Robust Object Detection and 3D Pose Estimation

Rad, M., Roth, P. M. & Lepetit, V., 2017, British Machine Vision Conference.

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

Lighting
Neural networks
Object detection

Alternating Decision Forests

Schulter, S., Wohlhart, P., Leistner, C., Saffari, A., Roth, P. & Bischof, H., 2013, Conference on Computer Vision and Pattern Recognition. ., p. 508-515

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

Alternating Regression Forests for Object Detection and Pose Estimation

Schulter, S., Leistner, C., Wohlhart, P., Roth, P. & Bischof, H., 2013, (Accepted/In press) International Conference on Computer Vision. .

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

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

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

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

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

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

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

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

Detecting Partially Occluded Objects with an Implicit Shape Model Random Field

Wohlhart, P., Donoser, M., Roth, P. & Bischof, H., 2012, Computer Vision – ACCV 2012. ., p. 302-315

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

Discriminative Hough Forests for Object Detection

Wohlhart, P., Schulter, S., Köstinger, M., Roth, P. & Bischof, H., 2012, (Accepted/In press) British Machine Vision Conference. .

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

Efficient 3D Pose Estimation and 3D Model Retrieval

Grabner, A., Roth, P. M. & Lepetit, V., 2018, Proceedings of the 42nd OAGM Workshop. Welk, M., Urschler, M. & Roth, P. M. (eds.). Verlag der Technischen Universität Graz, 1 p.

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

Open Access
File

Efficient 3D Tracking in Urban Environments with Semantic Segmentation

Hirzer, M., Arth, C., Roth, P. M. & Lepetit, V., 2017, Proceedings of the British Machine Vision Conference (BMVC).

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

Semantics

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

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

Efficient Retrieval for Large Scale Metric Learning

Köstinger, M., Roth, P. & Bischof, H., 2013, Pattern Recognition. ., Vol. 8142. p. 292-301 (Lecture Notes in Computer Science).

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

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

Emission Minimizing Adaptive Signal Control: A Multimodal Optimization Approach

Haberl, M., Cik, M., Fellendorf, M., Luz, R., Roth, P. & Otto, T., 2015, World Congress on Intelligent Transport Systems. ., p. 1-12

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

GP2C: Geometric Projection Parameter Consensus for Joint 3D Pose and Focal Length Estimation in the Wild

Grabner, A., Roth, P. M. & Lepetit, V., 2019, Proceedings of the IEEE International Conference on Computer Vision. p. 2222-2231

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

Deep learning

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

Hough Forests Revisited: An Approach to Multiple Instance Tracking from Multiple Cameras

Poier, G., Schulter, S., Sternig, S., Roth, P. & Bischof, H., 2014, DAGM Symposium Mustererkennung. ., p. 499-510

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

Hough Regions for Joining Instance Localization and Segmentation

Riemenschneider, H., Sternig, S., Donoser, M., Roth, P. & Bischof, H., 2012, European Conference on Computer Vision. ., p. 258-271

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

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

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

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

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

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

Joint Learning of Discriminative Prototypes and Large Margin Nearest Neighbor Classifiers

Köstinger, M., Wohlhart, P., Roth, P. & Bischof, H., 2013, (Accepted/In press) International Conference on Computer Vision. .

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

Large Scale Metric Learning from Equivalence Constraints

Köstinger, M., Hirzer, M., Wohlhart, P., Roth, P. & Bischof, H., 2012, Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR). ., p. 2288-2295

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

Labels
Scalability
Cameras

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 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

Learning task-specific activation functions using genetic programming

Basirat, M. & Roth, P. M., 2019, Proceedings of the Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. SciTePress, Vol. 5. p. 533-540

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

Open Access
Genetic programming
Chemical activation
Mathematical operators

Learning to Align Semantic Segmentation and 2.5D Maps for Geolocalization

Armagan, A., Hirzer, M., Roth, P. M. & Lepetit, V., 2017, Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

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

Semantics
Global positioning system

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

Learn to Move: Activity Specific Motion Models for Tracking by Detection

Mauthner, T., Roth, P. & Bischof, H., 2012, Proceedings of the 12th European Conference on Computer Vision Workshops and Demonstrations. ., p. 183-192

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

Location Field Descriptors: Single Image 3D Model Retrieval in the Wild

Grabner, A., Roth, P. M. & Lepetit, V., 2019, 2019 International Conference on 3D Vision (3DV). p. 583-593

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

pixel
prediction
method