Peter M. Roth

ORCID

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 42

Top Venues

Publications

Antonio Pepe, Jan Egger, Marina Codari, Martin J. Willemink, Christina Gsaxner, Jianning Li, Peter M. Roth, Dieter Schmalstieg, Gabriel Mistelbauer, Dominik Fleischmann
Automated cross-sectional view selection in CT angiography of aortic dissections with uncertainty awareness and retrospective clinical annotations. Comput. Biol. Medicine 165 (2023)
Roland Perko, Sead Mustafic, Alexander Almer, Peter M. Roth
Counting Everything in Remote Sensing - the Need for Benchmarks. IGARSS (2022)
David Schinagl, Georg Krispel, Horst Possegger, Peter M. Roth, Horst Bischof
OccAM's Laser: Occlusion-based Attribution Maps for 3D Object Detectors on LiDAR Data. CoRR (2022)
David Schinagl, Georg Krispel, Horst Possegger, Peter M. Roth, Horst Bischof
OccAM's Laser: Occlusion-based Attribution Maps for 3D Object Detectors on LiDAR Data. CVPR (2022)
Marcus D. Bloice, Peter M. Roth, Andreas Holzinger
Performing arithmetic using a neural network trained on images of digit permutation pairs. J. Intell. Inf. Syst. 57 (3) (2021)
Antonio Pepe, Jan Egger, Marina Codari, Martin J. Willemink, Christina Gsaxner, Jianning Li, Peter M. Roth, Gabriel Mistelbauer, Dieter Schmalstieg, Dominik Fleischmann
Automated cross-sectional view selection in CT angiography of aortic dissections with uncertainty awareness and retrospective clinical annotations. CoRR (2021)
Mina Basirat, Bernhard C. Geiger, Peter M. Roth
A Geometric Perspective on Information Plane Analysis. Entropy 23 (6) (2021)
Roland Perko, Manfred Klopschitz, Alexander Almer, Peter M. Roth
Critical Aspects of Person Counting and Density Estimation. J. Imaging 7 (2) (2021)
Roland Perko, Alexander Almer, Mario Theuermann, Manfred Klopschitz, Thomas Schnabel, Peter M. Roth
Protocol Design Issues for Object Density Estimation and Counting in Remote Sensing. IGARSS (2021)
David Mandl, Peter M. Roth, Tobias Langlotz, Christoph Ebner, Shohei Mori, Stefanie Zollmann, Peter Mohr, Denis Kalkofen
Neural Cameras: Learning Camera Characteristics for Coherent Mixed Reality Rendering. ISMAR (2021)
Mina Basirat, Peter M. Roth
S*ReLU: Learning Piecewise Linear Activation Functions via Particle Swarm Optimization. VISIGRAPP (5: VISAPP) (2021)
Mahdi Rad, Peter M. Roth, Vincent Lepetit
ALCN: Adaptive Local Contrast Normalization. Comput. Vis. Image Underst. 194 (2020)
Marcus D. Bloice, Peter M. Roth, Andreas Holzinger
Performing Arithmetic Using a Neural Network Trained on Digit Permutation Pairs. ISMIS (2020)
Mahdi Rad, Peter M. Roth, Vincent Lepetit
ALCN: Adaptive Local Contrast Normalization. CoRR (2020)
Mina Basirat, Peter M. Roth
L*ReLU: Piece-wise Linear Activation Functions for Deep Fine-grained Visual Categorization. WACV (2020)
Alexander Grabner, Yaming Wang, Peizhao Zhang, Peihong Guo, Tong Xiao, Peter Vajda, Peter M. Roth, Vincent Lepetit
Geometric Correspondence Fields: Learned Differentiable Rendering for 3D Pose Refinement in the Wild. CoRR (2020)
Martin Hirzer, Peter M. Roth, Vincent Lepetit
Smart Hypothesis Generation for Efficient and Robust Room Layout Estimation. WACV (2020)
Alexander Grabner, Yaming Wang, Peizhao Zhang, Peihong Guo, Tong Xiao, Peter Vajda, Peter M. Roth, Vincent Lepetit
Geometric Correspondence Fields: Learned Differentiable Rendering for 3D Pose Refinement in the Wild. ECCV (16) (2020)
Martin Hirzer, Peter M. Roth, Vincent Lepetit
Smart Hypothesis Generation for Efficient and Robust Room Layout Estimation. CoRR (2019)
Alexander Grabner, Peter M. Roth, Vincent Lepetit
Location Field Descriptors: Single Image 3D Model Retrieval in the Wild. 3DV (2019)
Roland Perko, Mathias Schardt, Livia Piermattei, Stefan Auer, Peter M. Roth
Multiple View Geometry in Remote Sensing: An Empirical Study Based on Pléiades Satellite Images. IGARSS (2019)
Marcus D. Bloice, Peter M. Roth, Andreas Holzinger
Biomedical image augmentation using Augmentor. Bioinform. 35 (21) (2019)
Alexander Grabner, Peter M. Roth, Vincent Lepetit
GP2C: Geometric Projection Parameter Consensus for Joint 3D Pose and Focal Length Estimation in the Wild. ICCV (2019)
Marcus D. Bloice, Peter M. Roth, Andreas Holzinger
Performing Arithmetic Using a Neural Network Trained on Digit Permutation Pairs. CoRR (2019)
Christina Gsaxner, Peter M. Roth, Jürgen Wallner, Jan Egger
Exploit fully automatic low-level segmented PET data for training high-level deep learning algorithms for the corresponding CT data. CoRR (2019)
Alexander Grabner, Peter M. Roth, Vincent Lepetit
GP2C: Geometric Projection Parameter Consensus for Joint 3D Pose and Focal Length Estimation in the Wild. CoRR (2019)
Anastassia Angelopoulou, José García Rodríguez, Epaminondas Kapetanios, Peter M. Roth, Kenneth Revett
Brain-Inspired Intelligent Systems for Daily Assistance. Comput. Intell. Neurosci. 2019 (2019)
Mina Basirat, Peter M. Roth
Learning Task-specific Activation Functions using Genetic Programming. VISIGRAPP (5: VISAPP) (2019)
Roland Perko, Hannes Raggam, Peter M. Roth
Mapping with Pléiades - End-to-End Workflow. Remote. Sens. 11 (17) (2019)
Mina Basirat, Peter M. Roth
L*ReLU: Piece-wise Linear Activation Functions for Deep Fine-grained Visual Categorization. CoRR (2019)
Marcus D. Bloice, Peter M. Roth, Andreas Holzinger
Patch augmentation: Towards efficient decision boundaries for neural networks. CoRR (2019)
Alexander Grabner, Peter M. Roth, Vincent Lepetit
Location Field Descriptors: Single Image 3D Model Retrieval in the Wild. CoRR (2019)
Alexander Grabner, Peter M. Roth, Vincent Lepetit
3D Pose Estimation and 3D Model Retrieval for Objects in the Wild. CoRR (2018)
Alexander Grabner, Peter M. Roth, Vincent Lepetit
3D Pose Estimation and 3D Model Retrieval for Objects in the Wild. CVPR (2018)
Mina Basirat, Peter M. Roth
The Quest for the Golden Activation Function. CoRR (2018)
Mahdi Rad, Vincent Lepetit, Peter M. Roth
Adaptive Local Contrast Normalization for Robust Object Detection and Pose Estimation. BMVC (2017)
Mahdi Rad, Peter M. Roth, Vincent Lepetit
ALCN: Meta-Learning for Contrast Normalization Applied to Robust 3D Pose Estimation. CoRR (2017)
Anil Armagan, Martin Hirzer, Peter M. Roth, Vincent Lepetit
Learning to Align Semantic Segmentation and 2.5D Maps for Geolocalization. CVPR (2017)
Martin Hirzer, Peter M. Roth, Vincent Lepetit
Efficient 3D Tracking in Urban Environments with Semantic Segmentation. BMVC (2017)
Anil Armagan, Martin Hirzer, Peter M. Roth, Vincent Lepetit
Accurate Camera Registration in Urban Environments Using High-Level Feature Matching. BMVC (2017)
Andreas Holzinger, Bernd Malle, Peter Kieseberg, Peter M. Roth, Heimo Müller, Robert Reihs, Kurt Zatloukal
Towards the Augmented Pathologist: Challenges of Explainable-AI in Digital Pathology. CoRR (2017)
David Mandl, Kwang Moo Yi, Peter Mohr, Peter M. Roth, Pascal Fua, Vincent Lepetit, Dieter Schmalstieg, Denis Kalkofen
Learning Lightprobes for Mixed Reality Illumination. ISMAR (2017)
Andreas Holzinger, Bernd Malle, Peter Kieseberg, Peter M. Roth, Heimo Müller, Robert Reihs, Kurt Zatloukal
Machine Learning and Knowledge Extraction in Digital Pathology Needs an Integrative Approach. BIRS-IMLKE (2015)
Samuel Schulter, Christian Leistner, Paul Wohlhart, Peter M. Roth, Horst Bischof
Accurate Object Detection with Joint Classification-Regression Random Forests. CVPR (2014)
Horst Possegger, Thomas Mauthner, Peter M. Roth, Horst Bischof
Occlusion Geodesics for Online Multi-object Tracking. CVPR (2014)
Georg Poier, Samuel Schulter, Sabine Sternig, Peter M. Roth, Horst Bischof
Hough Forests Revisited: An Approach to Multiple Instance Tracking from Multiple Cameras. GCPR (2014)
Samuel Schulter, Christian Leistner, Peter M. Roth, Horst Bischof
Unsupervised Object Discovery and Segmentation in Videos. BMVC (2013)
Paul Wohlhart, Martin Köstinger, Michael Donoser, Peter M. Roth, Horst Bischof
Optimizing 1-Nearest Prototype Classifiers. CVPR (2013)
Martin Köstinger, Peter M. Roth, Horst Bischof
Efficient Retrieval for Large Scale Metric Learning. GCPR (2013)
Samuel Schulter, Peter M. Roth, Horst Bischof
Ordinal Random Forests for Object Detection. GCPR (2013)
Horst Possegger, Sabine Sternig, Thomas Mauthner, Peter M. Roth, Horst Bischof
Robust Real-Time Tracking of Multiple Objects by Volumetric Mass Densities. CVPR (2013)
Markus Heber, Martin Godec, Matthias Rüther, Peter M. Roth, Horst Bischof
Segmentation-based tracking by support fusion. Comput. Vis. Image Underst. 117 (6) (2013)
Samuel Schulter, Christian Leistner, Paul Wohlhart, Peter M. Roth, Horst Bischof
Alternating Regression Forests for Object Detection and Pose Estimation. ICCV (2013)
Martin Köstinger, Paul Wohlhart, Peter M. Roth, Horst Bischof
Joint Learning of Discriminative Prototypes and Large Margin Nearest Neighbor Classifiers. ICCV (2013)
Martin Godec, Peter M. Roth, Horst Bischof
Hough-based tracking of non-rigid objects. Comput. Vis. Image Underst. 117 (10) (2013)
Samuel Schulter, Paul Wohlhart, Christian Leistner, Amir Saffari, Peter M. Roth, Horst Bischof
Alternating Decision Forests. CVPR (2013)
Sabine Sternig, Peter M. Roth, Horst Bischof
On-line inverse multiple instance boosting for classifier grids. Pattern Recognit. Lett. 33 (7) (2012)
Martin Köstinger, Martin Hirzer, Paul Wohlhart, Peter M. Roth, Horst Bischof
Large scale metric learning from equivalence constraints. CVPR (2012)
Martin Hirzer, Peter M. Roth, Horst Bischof
Person Re-identification by Efficient Impostor-Based Metric Learning. AVSS (2012)
Martin Hirzer, Peter M. Roth, Martin Köstinger, Horst Bischof
Relaxed Pairwise Learned Metric for Person Re-identification. ECCV (6) (2012)
Csaba Beleznai, Ahmed Nabil Belbachir, Peter M. Roth
Density-based rare event detection from streams of neuromorphic sensor data. ICDSC (2012)
Paul Wohlhart, Samuel Schulter, Martin Köstinger, Peter M. Roth, Horst Bischof
Discriminative Hough Forests for Object Detection. BMVC (2012)
Hayko Riemenschneider, Sabine Sternig, Michael Donoser, Peter M. Roth, Horst Bischof
Hough Regions for Joining Instance Localization and Segmentation. ECCV (3) (2012)
Paul Wohlhart, Michael Donoser, Peter M. Roth, Horst Bischof
Detecting Partially Occluded Objects with an Implicit Shape Model Random Field. ACCV (1) (2012)
Thomas Mauthner, Peter M. Roth, Horst Bischof
Learn to Move: Activity Specific Motion Models for Tracking by Detection. ECCV Workshops (3) (2012)
Martin Köstinger, Peter M. Roth, Horst Bischof
Synergy-Based Learning of Facial Identity. DAGM/OAGM Symposium (2012)
Martin Hirzer, Csaba Beleznai, Martin Köstinger, Peter M. Roth, Horst Bischof
Dense appearance modeling and efficient learning of camera transitions for person re-identification. ICIP (2012)
Josef A. Birchbauer, Samuel Schulter, René Schuster, Georg Poier, Martin Winter, Peter Schallauer, Peter M. Roth, Horst Bischof
AVSS 2011 demo session: OUTLIER - online learning and visualization of unusual events. AVSS (2011)
René Schuster, Samuel Schulter, Georg Poier, Martin Hirzer, Josef A. Birchbauer, Peter M. Roth, Horst Bischof, Martin Winter, Peter Schallauer
Multi-cue learning and visualization of unusual events. ICCV Workshops (2011)
Martin Hirzer, Csaba Beleznai, Peter M. Roth, Horst Bischof
Person Re-identification by Descriptive and Discriminative Classification. SCIA (2011)
Samuel Schulter, Christian Leistner, Peter M. Roth, Horst Bischof, Luc Van Gool
On-line Hough Forests. BMVC (2011)
Martin Köstinger, Paul Wohlhart, Peter M. Roth, Horst Bischof
Annotated Facial Landmarks in the Wild: A large-scale, real-world database for facial landmark localization. ICCV Workshops (2011)
Sabine Sternig, Thomas Mauthner, Arnold Irschara, Peter M. Roth, Horst Bischof
Multi-camera multi-object tracking by robust hough-based homography projections. ICCV Workshops (2011)
Peter M. Roth, Volker Settgast, Peter Widhalm, Marcel Lancelle, Josef A. Birchbauer, Norbert Brändle, Sven Havemann, Horst Bischof
Next-generation 3D visualization for visual surveillance. AVSS (2011)
Martin Godec, Peter M. Roth, Horst Bischof
Hough-based tracking of non-rigid objects. ICCV (2011)
Paul Wohlhart, Martin Köstinger, Peter M. Roth, Horst Bischof
Multiple Instance Boosting for Face Recognition in Videos. DAGM-Symposium (2011)
Martin Köstinger, Paul Wohlhart, Peter M. Roth, Horst Bischof
Learning to recognize faces from videos and weakly related information cues. AVSS (2011)
Thomas Mauthner, Stefan Kluckner, Peter M. Roth, Horst Bischof
Efficient Object Detection Using Orthogonal NMF Descriptor Hierarchies. DAGM-Symposium (2010)
Thomas Mauthner, Peter M. Roth, Horst Bischof
Temporal Feature Weighting for Prototype-Based Action Recognition. ACCV (2) (2010)
Sabine Sternig, Peter M. Roth, Horst Bischof
Inverse Multiple Instance Learning for Classifier Grids. ICPR (2010)
Sabine Sternig, Peter M. Roth, Horst Bischof
Learning of Scene-Specific Object Detectors by Classifier Co-Grids. AVSS (2010)
Peter M. Roth, Martin Köstinger, Paul Wohlhart, Horst Bischof, Josef A. Birchbauer
Automatic Detection and Reading of Dangerous Goods Plates. AVSS (2010)
Sabine Sternig, Martin Godec, Peter M. Roth, Horst Bischof
TransientBoost: On-line boosting with transient data. CVPR Workshops (2010)
Martin Godec, Sabine Sternig, Peter M. Roth, Horst Bischof
Context-driven clustering by multi-class classification in an active learning framework. CVPR Workshops (2010)
Peter M. Roth, Christian Leistner, Armin Berger, Horst Bischof
Multiple instance learning from multiple cameras. CVPR Workshops (2010)
Stefan Kluckner, Thomas Mauthner, Peter M. Roth, Horst Bischof
Semantic Classification in Aerial Imagery by Integrating Appearance and Height Information. ACCV (2) (2009)
Markus Storer, Peter M. Roth, Martin Urschler, Horst Bischof, Josef A. Birchbauer
Active Appearance Model Fitting under Occlusion using Fast-robust PCA. VISAPP (1) (2009)
Michael Fussenegger, Peter M. Roth, Horst Bischof, Rachid Deriche, Axel Pinz
A level set framework using a new incremental, robust Active Shape Model for object segmentation and tracking. Image Vis. Comput. 27 (8) (2009)
Markus Storer, Peter M. Roth, Martin Urschler, Horst Bischof
Fast-Robust PCA. SCIA (2009)
Peter M. Roth, Sabine Sternig, Helmut Grabner, Horst Bischof
Classifier grids for robust adaptive object detection. CVPR (2009)
Stefan Kluckner, Thomas Mauthner, Peter M. Roth, Horst Bischof
Semantic Image Classification using Consistent Regions and Individual Context. BMVC (2009)
Thomas Mauthner, Peter M. Roth, Horst Bischof
Instant Action Recognition. SCIA (2009)
Martina Uray, Peter M. Roth, Horst Bischof
Efficient Classification for Large-scale Problems by Multiple LDA Subspaces. VISAPP (1) (2009)
Peter M. Roth, Thomas Mauthner, Inayat Khan, Horst Bischof
Efficient human action recognition by cascaded linear classifcation. ICCV Workshops (2009)
Christian Leistner, Amir Saffari, Peter M. Roth, Horst Bischof
On robustness of on-line boosting - a competitive study. ICCV Workshops (2009)
Markus Storer, Peter M. Roth, Martin Urschler, Horst Bischof, Josef A. Birchbauer
Efficient Robust Active Appearance Model Fitting. VISIGRAPP (Selected Papers) (2009)
Peter M. Roth, Horst Bischof
Active sampling via tracking. CVPR Workshops (2008)
Christian Leistner, Peter M. Roth, Helmut Grabner, Horst Bischof, Andreas Starzacher, Bernhard Rinner
Visual on-line learning in distributed camera networks. ICDSC (2008)
Helmut Grabner, Peter M. Roth, Horst Bischof
Eigenboosting: Combining Discriminative and Generative Information. CVPR (2007)
Martina Uray, Danijel Skocaj, Peter M. Roth, Horst Bischof, Ales Leonardis
Incremental LDA Learning by Combining Reconstructive and Discriminative Approaches. BMVC (2007)

Peter M. Roth.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Peter M. Roth