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Peter Roth

Dipl.-Ing. Dr.techn.

20032021

Research output per year

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Research Output

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Conference contribution
2019

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

Learning from the Truth: Fully Automatic Ground Truth Generation for Training of Medical Deep Learning Networks

Gsaxner, C., Roth, P. M., Wallner, J. & Egger, J., 2019, Proceedings of the Joint ARW & OAGM Workshop 2019. Pichler, A., Roth, P. M., Slabatnig, R., Stübl, G. & Vincze, M. (eds.). Graz: Verlag der Technischen Universität Graz, p. 173-174

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

Open Access

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

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

Multiple View Geometry in Remote Sensing: An Empirical Study based on Pléiades Satellite Images

Perko, R., Schardt, M., Piermattei, L., Auer, S. & Roth, P. M., 2019, Proceedings of the IEEE International Geoscience and Remote Sensing Symposium. p. 3629-3632

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

2018

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

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
2017

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

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

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

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

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

Loss-Specific Training of Random Forests for Super-Resolution

Grabner, A., Poier, G., Opitz, M., Schulter, S. & Roth, P. M., 2017, Proceedings of the 22nd Computer Vision Winter Workshop. Kropatsch, W. G., Janusch, I. & Artner, N. M. (eds.). TU Wien, Pattern Recongition and Image Processing Group, 9 p.

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

Open Access
File

Machine Learning and Knowledge Extraction in Digital Pathology needs an integrative approach

Holzinger, A., Malle, B., Kieseberg, P., Müller, H., Reihs, R. & Zatloukal, K., 2017, Towards Integrative Machine Learning and Knowledge Extraction: BIRS Workshop, Banff, AB, Canada, July 24-26, 2015, Revised Selected Papers. Holzinger, A., Goebel, R., Ferri, M. & Palade, V. (eds.). Cham: Springer, (Lecture Notes in Computer Science; vol. 10344).

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

2015

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

2014

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

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

Occlusion Geodesics for Online Multi-object Tracking

Possegger, H., Mauthner, T., Roth, P. & Bischof, H., 2014, Conference on Computer Vision and Pattern Recognition. ., p. 1306-1313

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

2013

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

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

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

Optimizing 1-Nearest Prototype Classifiers

Wohlhart, P., Köstinger, M., Donoser, M., Roth, P. & Bischof, H., 2013, Conference on Computer Vision and Pattern Recognition. ., p. 460-467

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

Ordinal Random Forests for Object Detection

Schulter, S., Roth, P. & Bischof, H., 2013, Pattern Recognition. ., Vol. 8142. p. 261-270 (Lecture Notes in Computer Science).

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

Pedestrian Detection, Tracking and Re-Identification for Search in Visual Surveillance Data

Beleznai, C., Rauter, M., Hirzer, M. & Roth, P. M., 2013, Proceedings of the Hungarian Association for Image Processing and Pattern Recognition (KEPAF). .

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

Open Access
File

Robust Real-Time Tracking of Multiple Objects by Volumetric Mass Densities

Possegger, H., Sternig, S., Mauthner, T., Roth, P. & Bischof, H., 2013, Conference on Computer Vision and Pattern Recognition. ., p. 2395-2402

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

Semi-supervised Image Classification with Huberized Laplacian Support Vector Machines

Khan, I., Roth, P., Bais, A. & Bischof, H., 2013, (Accepted/In press) International Conference on Emerging Technologies. .

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

Unsupervised Object Discovery and Segmentation in Videos

Schulter, S., Leistner, C., Roth, P. & Bischof, H., 2013, (Accepted/In press) British Machine Vision Conference. .

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

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

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

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

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

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

Person Re-identification by Efficient Impostor-Based Metric Learning

Hirzer, M., Roth, P. & Bischof, H., 2012, Proceedings of the IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS). ., p. 203-208

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

Real-time Activity Repetition Detection

Murschitz, M., Mauthner, T., Roth, P. & Bischof, H., 2012, Proceedings of CVWW 2012. ., p. 1-8

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

Relaxed Pairwise Learned Metric for Person Re-identification

Hirzer, M., Roth, P., Köstinger, M. & Bischof, H., 2012, Proceedings of the European Conference on Computer Vision (ECCV). ., p. 780-793

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

Robust face detection by simple means

Köstinger, M., Wohlhart, P., Roth, P. & Bischof, H., 2012, Proceedings of DAGM/ÖAGM 2012. ., p. 1-8

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

Slow feature analysis for autonomous learning object categories from videos

Stricker, M., Roth, P. & Bischof, H., 2012, Computer Vision Winter Workshop. ., p. 1-8

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

Synergy-Based Learning of Facial Identity

Köstinger, M., Roth, P. & Bischof, H., 2012, Proceedings of Joint 34th DAGM and 36th OAGM Symposium. ., p. 195-204

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

Text Localization in Unconstrained Images

Poier, G., Hatzl, J., Kluckner, S., Roth, P. & Bischof, H., 2012, Proceedings of CVWW 2012. ., p. 1-8

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

Unsupervised Calibration of Camera Networks an Virtual PTZ Cameras

Possegger, H., Rüther, M., Sternig, S., Mauthner, T., Klopschitz, M., Roth, P. & Bischof, H., 2012, Proceedings of CVWW 2012. ., p. 1-8

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