Peter M. Roth

According to our database, Peter M. Roth authored at least 95 papers between 2005 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Automated cross-sectional view selection in CT angiography of aortic dissections with uncertainty awareness and retrospective clinical annotations.

Antonio Pepe, Jan Egger, Marina Codari, Martin J. Willemink, Christina Gsaxner, Jianning Li, Peter M. Roth, Dieter Schmalstieg, Gabriel Mistelbauer, Dominik Fleischmann

Comput. Biol. Medicine, October, 2023

2022

Counting Everything in Remote Sensing - the Need for Benchmarks.

Roland Perko, Sead Mustafic, Alexander Almer, Peter M. Roth

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

OccAM's Laser: Occlusion-based Attribution Maps for 3D Object Detectors on LiDAR Data.

David Schinagl, Georg Krispel, Horst Possegger, Peter M. Roth, Horst Bischof

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Critical Aspects of Person Counting and Density Estimation.

Roland Perko, Manfred Klopschitz, Alexander Almer, Peter M. Roth

J. Imaging, 2021

Performing arithmetic using a neural network trained on images of digit permutation pairs.

Marcus D. Bloice, Peter M. Roth, Andreas Holzinger

J. Intell. Inf. Syst., 2021

A Geometric Perspective on Information Plane Analysis.

Mina Basirat, Bernhard C. Geiger, Peter M. Roth

Entropy, 2021

S*ReLU: Learning Piecewise Linear Activation Functions via Particle Swarm Optimization.

Mina Basirat, Peter M. Roth

Proceedings of the 16th International Joint Conference on Computer Vision, 2021

Neural Cameras: Learning Camera Characteristics for Coherent Mixed Reality Rendering.

David Mandl, Peter M. Roth, Tobias Langlotz, Christoph Ebner, Shohei Mori, Stefanie Zollmann, Peter Mohr, Denis Kalkofen

Proceedings of the IEEE International Symposium on Mixed and Augmented Reality, 2021

Protocol Design Issues for Object Density Estimation and Counting in Remote Sensing.

Roland Perko, Alexander Almer, Mario Theuermann, Manfred Klopschitz, Thomas Schnabel, Peter M. Roth

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020

ALCN: Adaptive Local Contrast Normalization.

Mahdi Rad, Peter M. Roth, Vincent Lepetit

Comput. Vis. Image Underst., 2020

Smart Hypothesis Generation for Efficient and Robust Room Layout Estimation.

Martin Hirzer, Peter M. Roth, Vincent Lepetit

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

L*ReLU: Piece-wise Linear Activation Functions for Deep Fine-grained Visual Categorization.

Mina Basirat, Peter M. Roth

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Performing Arithmetic Using a Neural Network Trained on Digit Permutation Pairs.

Marcus D. Bloice, Peter M. Roth, Andreas Holzinger

Proceedings of the Foundations of Intelligent Systems - 25th International Symposium, 2020

Geometric Correspondence Fields: Learned Differentiable Rendering for 3D Pose Refinement in the Wild.

Alexander Grabner, Yaming Wang, Peizhao Zhang, Peihong Guo, Tong Xiao, Peter Vajda, Peter M. Roth, Vincent Lepetit

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Mapping with Pléiades - End-to-End Workflow.

Roland Perko, Hannes Raggam, Peter M. Roth

Remote. Sens., 2019

Patch augmentation: Towards efficient decision boundaries for neural networks.

Marcus D. Bloice, Peter M. Roth, Andreas Holzinger

CoRR, 2019

Exploit fully automatic low-level segmented PET data for training high-level deep learning algorithms for the corresponding CT data.

Christina Gsaxner, Peter M. Roth, Jürgen Wallner, Jan Egger

CoRR, 2019

Brain-Inspired Intelligent Systems for Daily Assistance.

Anastassia Angelopoulou, José García Rodríguez, Epaminondas Kapetanios, Peter M. Roth, Kenneth Revett

Comput. Intell. Neurosci., 2019

Biomedical image augmentation using Augmentor.

Marcus D. Bloice, Peter M. Roth, Andreas Holzinger

Bioinform., 2019

Learning Task-specific Activation Functions using Genetic Programming.

Mina Basirat, Peter M. Roth

Proceedings of the 14th International Joint Conference on Computer Vision, 2019

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

Roland Perko, Mathias Schardt, Livia Piermattei, Stefan Auer, Peter M. Roth

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

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

Alexander Grabner, Peter M. Roth, Vincent Lepetit

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

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

Alexander Grabner, Peter M. Roth, Vincent Lepetit

Proceedings of the 2019 International Conference on 3D Vision, 2019

2018

The Quest for the Golden Activation Function.

Mina Basirat, Peter M. Roth

CoRR, 2018

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

Alexander Grabner, Peter M. Roth, Vincent Lepetit

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

Towards the Augmented Pathologist: Challenges of Explainable-AI in Digital Pathology.

Andreas Holzinger, Bernd Malle, Peter Kieseberg, Peter M. Roth, Heimo Müller, Robert Reihs, Kurt Zatloukal

CoRR, 2017

ALCN: Meta-Learning for Contrast Normalization Applied to Robust 3D Pose Estimation.

Mahdi Rad, Peter M. Roth, Vincent Lepetit

CoRR, 2017

Learning Lightprobes for Mixed Reality Illumination.

David Mandl, Kwang Moo Yi, Peter Mohr, Peter M. Roth, Pascal Fua, Vincent Lepetit, Dieter Schmalstieg, Denis Kalkofen

Proceedings of the 2017 IEEE International Symposium on Mixed and Augmented Reality, 2017

Learning to Align Semantic Segmentation and 2.5D Maps for Geolocalization.

Anil Armagan, Martin Hirzer, Peter M. Roth, Vincent Lepetit

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Adaptive Local Contrast Normalization for Robust Object Detection and Pose Estimation.

Mahdi Rad, Vincent Lepetit, Peter M. Roth

Proceedings of the British Machine Vision Conference 2017, 2017

Efficient 3D Tracking in Urban Environments with Semantic Segmentation.

Martin Hirzer, Peter M. Roth, Vincent Lepetit

Proceedings of the British Machine Vision Conference 2017, 2017

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

Anil Armagan, Martin Hirzer, Peter M. Roth, Vincent Lepetit

Proceedings of the British Machine Vision Conference 2017, 2017

2015

Machine Learning and Knowledge Extraction in Digital Pathology Needs an Integrative Approach.

Andreas Holzinger, Bernd Malle, Peter Kieseberg, Peter M. Roth, Heimo Müller, Robert Reihs, Kurt Zatloukal

Proceedings of the Towards Integrative Machine Learning and Knowledge Extraction, 2015

2014

Mahalanobis Distance Learning for Person Re-identification.

Peter M. Roth, Martin Hirzer, Martin Köstinger, Csaba Beleznai, Horst Bischof

Proceedings of the Person Re-Identification, 2014

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

Georg Poier, Samuel Schulter, Sabine Sternig, Peter M. Roth, Horst Bischof

Proceedings of the Pattern Recognition - 36th German Conference, 2014

Accurate Object Detection with Joint Classification-Regression Random Forests.

Samuel Schulter, Christian Leistner, Paul Wohlhart, Peter M. Roth, Horst Bischof

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Occlusion Geodesics for Online Multi-object Tracking.

Horst Possegger, Thomas Mauthner, Peter M. Roth, Horst Bischof

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013

Learning Object Detectors in Stationary Environments.

Peter M. Roth, Sabine Sternig, Horst Bischof

Proceedings of the Advanced Topics in Computer Vision, 2013

Segmentation-based tracking by support fusion.

Markus Heber, Martin Godec, Matthias Rüther, Peter M. Roth, Horst Bischof

Comput. Vis. Image Underst., 2013

Hough-based tracking of non-rigid objects.

Martin Godec, Peter M. Roth, Horst Bischof

Comput. Vis. Image Underst., 2013

Alternating Regression Forests for Object Detection and Pose Estimation.

Samuel Schulter, Christian Leistner, Paul Wohlhart, Peter M. Roth, Horst Bischof

Proceedings of the IEEE International Conference on Computer Vision, 2013

Joint Learning of Discriminative Prototypes and Large Margin Nearest Neighbor Classifiers.

Martin Köstinger, Paul Wohlhart, Peter M. Roth, Horst Bischof

Proceedings of the IEEE International Conference on Computer Vision, 2013

Ordinal Random Forests for Object Detection.

Samuel Schulter, Peter M. Roth, Horst Bischof

Proceedings of the Pattern Recognition - 35th German Conference, 2013

Efficient Retrieval for Large Scale Metric Learning.

Martin Köstinger, Peter M. Roth, Horst Bischof

Proceedings of the Pattern Recognition - 35th German Conference, 2013

Optimizing 1-Nearest Prototype Classifiers.

Paul Wohlhart, Martin Köstinger, Michael Donoser, Peter M. Roth, Horst Bischof

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Alternating Decision Forests.

Samuel Schulter, Paul Wohlhart, Christian Leistner, Amir Saffari, Peter M. Roth, Horst Bischof

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

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

Horst Possegger, Sabine Sternig, Thomas Mauthner, Peter M. Roth, Horst Bischof

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Unsupervised Object Discovery and Segmentation in Videos.

Samuel Schulter, Christian Leistner, Peter M. Roth, Horst Bischof

Proceedings of the British Machine Vision Conference, 2013

2012

On-line inverse multiple instance boosting for classifier grids.

Sabine Sternig, Peter M. Roth, Horst Bischof

Pattern Recognit. Lett., 2012

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

Martin Hirzer, Csaba Beleznai, Martin Köstinger, Peter M. Roth, Horst Bischof

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

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

Csaba Beleznai, Ahmed Nabil Belbachir, Peter M. Roth

Proceedings of the Sixth International Conference on Distributed Smart Cameras, 2012

Hough Regions for Joining Instance Localization and Segmentation.

Hayko Riemenschneider, Sabine Sternig, Michael Donoser, Peter M. Roth, Horst Bischof

Proceedings of the Computer Vision - ECCV 2012, 2012

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

Thomas Mauthner, Peter M. Roth, Horst Bischof

Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

Relaxed Pairwise Learned Metric for Person Re-identification.

Martin Hirzer, Peter M. Roth, Martin Köstinger, Horst Bischof

Proceedings of the Computer Vision - ECCV 2012, 2012

Synergy-Based Learning of Facial Identity.

Martin Köstinger, Peter M. Roth, Horst Bischof

Proceedings of the Pattern Recognition, 2012

Large scale metric learning from equivalence constraints.

Martin Köstinger, Martin Hirzer, Paul Wohlhart, Peter M. Roth, Horst Bischof

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Discriminative Hough Forests for Object Detection.

Paul Wohlhart, Samuel Schulter, Martin Köstinger, Peter M. Roth, Horst Bischof

Proceedings of the British Machine Vision Conference, 2012

Person Re-identification by Efficient Impostor-Based Metric Learning.

Martin Hirzer, Peter M. Roth, Horst Bischof

Proceedings of the Ninth IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2012

Detecting Partially Occluded Objects with an Implicit Shape Model Random Field.

Paul Wohlhart, Michael Donoser, Peter M. Roth, Horst Bischof

Proceedings of the Computer Vision - ACCV 2012, 2012

2011

Person Re-identification by Descriptive and Discriminative Classification.

Martin Hirzer, Csaba Beleznai, Peter M. Roth, Horst Bischof

Proceedings of the Image Analysis - 17th Scandinavian Conference, 2011

Multi-camera multi-object tracking by robust hough-based homography projections.

Sabine Sternig, Thomas Mauthner, Arnold Irschara, Peter M. Roth, Horst Bischof

Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Multi-cue learning and visualization of unusual events.

René Schuster, Samuel Schulter, Georg Poier, Martin Hirzer, Josef A. Birchbauer, Peter M. Roth, Horst Bischof, Martin Winter, Peter Schallauer

Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Annotated Facial Landmarks in the Wild: A large-scale, real-world database for facial landmark localization.

Martin Köstinger, Paul Wohlhart, Peter M. Roth, Horst Bischof

Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Multiple Instance Boosting for Face Recognition in Videos.

Paul Wohlhart, Martin Köstinger, Peter M. Roth, Horst Bischof

Proceedings of the Pattern Recognition - 33rd DAGM Symposium, Frankfurt/Main, Germany, August 31, 2011

On-line Hough Forests.

Samuel Schulter, Christian Leistner, Peter M. Roth, Horst Bischof, Luc Van Gool

Proceedings of the British Machine Vision Conference, 2011

Next-generation 3D visualization for visual surveillance.

Peter M. Roth, Volker Settgast, Peter Widhalm, Marcel Lancelle, Josef A. Birchbauer, Norbert Brändle, Sven Havemann, Horst Bischof

Proceedings of the 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2011

Learning to recognize faces from videos and weakly related information cues.

Martin Köstinger, Paul Wohlhart, Peter M. Roth, Horst Bischof

Proceedings of the 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2011

AVSS 2011 demo session: OUTLIER - online learning and visualization of unusual events.

Josef A. Birchbauer, Samuel Schulter, René Schuster, Georg Poier, Martin Winter, Peter Schallauer, Peter M. Roth, Horst Bischof

Proceedings of the 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2011

2010

Inverse Multiple Instance Learning for Classifier Grids.

Sabine Sternig, Peter M. Roth, Horst Bischof

Proceedings of the 20th International Conference on Pattern Recognition, 2010

Efficient Object Detection Using Orthogonal NMF Descriptor Hierarchies.

Thomas Mauthner, Stefan Kluckner, Peter M. Roth, Horst Bischof

Proceedings of the Pattern Recognition, 2010

TransientBoost: On-line boosting with transient data.

Sabine Sternig, Martin Godec, Peter M. Roth, Horst Bischof

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

Multiple instance learning from multiple cameras.

Peter M. Roth, Christian Leistner, Armin Berger, Horst Bischof

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

Context-driven clustering by multi-class classification in an active learning framework.

Martin Godec, Sabine Sternig, Peter M. Roth, Horst Bischof

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

Learning of Scene-Specific Object Detectors by Classifier Co-Grids.

Sabine Sternig, Peter M. Roth, Horst Bischof

Proceedings of the Seventh IEEE International Conference on Advanced Video and Signal Based Surveillance, 2010

Automatic Detection and Reading of Dangerous Goods Plates.

Peter M. Roth, Martin Köstinger, Paul Wohlhart, Horst Bischof, Josef A. Birchbauer

Proceedings of the Seventh IEEE International Conference on Advanced Video and Signal Based Surveillance, 2010

Temporal Feature Weighting for Prototype-Based Action Recognition.

Thomas Mauthner, Peter M. Roth, Horst Bischof

Proceedings of the Computer Vision - ACCV 2010, 2010

2009

A level set framework using a new incremental, robust Active Shape Model for object segmentation and tracking.

Michael Fussenegger, Peter M. Roth, Horst Bischof, Rachid Deriche, Axel Pinz

Image Vis. Comput., 2009

Efficient Classification for Large-scale Problems by Multiple LDA Subspaces.

Martina Uray, Peter M. Roth, Horst Bischof

Proceedings of the VISAPP 2009 - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications, Lisboa, Portugal, February 5-8, 2009, 2009

Efficient Robust Active Appearance Model Fitting.

Markus Storer, Peter M. Roth, Martin Urschler, Horst Bischof, Josef A. Birchbauer

Proceedings of the Computer Vision, Imaging and Computer Graphics. Theory and Applications, 2009

Active Appearance Model Fitting under Occlusion using Fast-robust PCA.

Markus Storer, Peter M. Roth, Martin Urschler, Horst Bischof, Josef A. Birchbauer

Proceedings of the VISAPP 2009 - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications, Lisboa, Portugal, February 5-8, 2009, 2009

Fast-Robust PCA.

Markus Storer, Peter M. Roth, Martin Urschler, Horst Bischof

Proceedings of the Image Analysis, 16th Scandinavian Conference, 2009

Instant Action Recognition.

Thomas Mauthner, Peter M. Roth, Horst Bischof

Proceedings of the Image Analysis, 16th Scandinavian Conference, 2009

Efficient human action recognition by cascaded linear classification.

Peter M. Roth, Thomas Mauthner, Inayat Khan, Horst Bischof

Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

On robustness of on-line boosting - a competitive study.

Christian Leistner, Amir Saffari, Peter M. Roth, Horst Bischof

Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

Classifier grids for robust adaptive object detection.

Peter M. Roth, Sabine Sternig, Helmut Grabner, Horst Bischof

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Semantic Image Classification using Consistent Regions and Individual Context.

Stefan Kluckner, Thomas Mauthner, Peter M. Roth, Horst Bischof

Proceedings of the British Machine Vision Conference, 2009

Semantic Classification in Aerial Imagery by Integrating Appearance and Height Information.

Stefan Kluckner, Thomas Mauthner, Peter M. Roth, Horst Bischof

Proceedings of the Computer Vision, 2009

Online Learning of Person Detectors by Co-Training from Multiple Cameras.

Peter M. Roth, Christian Leistner, Helmut Grabner, Horst Bischof

Proceedings of the Multi-Camera Networks, 2009

2008

Conservative Learning for Object Detectors.

Peter M. Roth, Horst Bischof

Proceedings of the Machine Learning Techniques for Multimedia, 2008

Visual on-line learning in distributed camera networks.

Christian Leistner, Peter M. Roth, Helmut Grabner, Horst Bischof, Andreas Starzacher, Bernhard Rinner

Proceedings of the 2008 Second ACM/IEEE International Conference on Distributed Smart Cameras, 2008

Active sampling via tracking.

Peter M. Roth, Horst Bischof

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

2007

Eigenboosting: Combining Discriminative and Generative Information.

Helmut Grabner, Peter M. Roth, Horst Bischof

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Incremental LDA Learning by Combining Reconstructive and Discriminative Approaches.

Martina Uray, Danijel Skocaj, Peter M. Roth, Horst Bischof, Ales Leonardis

Proceedings of the British Machine Vision Conference 2007, 2007

2006

On-Line, Incremental Learning of a Robust Active Shape Model.

Michael Fussenegger, Peter M. Roth, Horst Bischof, Axel Pinz

Proceedings of the Pattern Recognition, 2006

2005

Conservative Visual Learning for Object Detection with Minimal Hand Labeling Effort.

Peter M. Roth, Helmut Grabner, Danijel Skocaj, Horst Bischof, Ales Leonardis

Proceedings of the Pattern Recognition, 27th DAGM Symposium, Vienna, Austria, August 31, 2005