Helmut Grabner

According to our database, Helmut Grabner authored at least 54 papers between 2005 and 2023.

Collaborative distances:

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

2023

Mitigating Discriminatory Biases in Success Prediction Models for Venture Capitals.

Yiea-Funk Te, Michèle Wieland, Martin Frey, Helmut Grabner

Proceedings of the 10th IEEE Swiss Conference on Data Science, 2023

2022

Who wants to be a Click-Millionaire? On the Influence of Thumbnails and Captions.

Thomas Koller, Helmut Grabner

Proceedings of the 26th International Conference on Pattern Recognition, 2022

2021

Learning to Ignore: Fair and Task Independent Representations.

Linda Helen Boedi, Helmut Grabner

CoRR, 2021

2020

Observer Dependent Lossy Image Compression.

Maurice Weber, Cédric Renggli, Helmut Grabner, Ce Zhang

Proceedings of the Pattern Recognition - 42nd DAGM German Conference, DAGM GCPR 2020, Tübingen, Germany, September 28, 2020

2019

Lossy Image Compression with Recurrent Neural Networks: from Human Perceived Visual Quality to Classification Accuracy.

Maurice Weber, Cédric Renggli, Helmut Grabner, Ce Zhang

CoRR, 2019

Evaluating Audiovisual Source Separation in the Context of Video Conferencing.

Berkay Inan, Milos Cernak, Helmut Grabner, Helena Peic Tukuljac, Rodrigo C. G. Pena, Benjamin Ricaud

Proceedings of the Interspeech 2019, 2019

2015

Robust aerial object tracking in images with lens flare.

Andreas Nussberger, Helmut Grabner, Luc Van Gool

Proceedings of the IEEE International Conference on Robotics and Automation, 2015

Video summarization by learning submodular mixtures of objectives.

Michael Gygli, Helmut Grabner, Luc Van Gool

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014

Creating Summaries from User Videos.

Michael Gygli, Helmut Grabner, Hayko Riemenschneider, Luc Van Gool

Proceedings of the Computer Vision - ECCV 2014, 2014

2013

Visual interestingness in image sequences.

Helmut Grabner, Fabian Nater, Michel Druey, Luc Van Gool

Proceedings of the ACM Multimedia Conference, 2013

The Interestingness of Images.

Michael Gygli, Helmut Grabner, Hayko Riemenschneider, Fabian Nater, Luc Van Gool

Proceedings of the IEEE International Conference on Computer Vision, 2013

2012

Discrimination of Locomotion Direction at Different Speeds: A Comparison between Macaque Monkeys and Algorithms.

Fabian Nater, Joris Vangeneugden, Helmut Grabner, Luc Van Gool, Rufin Vogels

Proceedings of the Detection and Identification of Rare Audiovisual Cues, 2012

Dynamic Objectness for Adaptive Tracking.

Severin Stalder, Helmut Grabner, Luc Van Gool

Proceedings of the Computer Vision - ACCV 2012, 2012

Exploiting Physical Inconsistencies for 3D Scene Understanding.

Andrea Fossati, Helmut Grabner, Luc Van Gool

Proceedings of the 2012 Second International Conference on 3D Imaging, 2012

2011

Online classification of visual tasks for industrial workflow monitoring.

Athanasios Voulodimos, Dimitrios I. Kosmopoulos, Galina V. Veres, Helmut Grabner, Luc Van Gool, Theodora A. Varvarigou

Neural Networks, 2011

Transferring activities: Updating human behavior analysis.

Fabian Nater, Tatiana Tommasi, Helmut Grabner, Luc Van Gool, Barbara Caputo

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

Unsupervised workflow discovery in industrial environments.

Fabian Nater, Helmut Grabner, Luc Van Gool

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

What makes a chair a chair?

Helmut Grabner, Juergen Gall, Luc Van Gool

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Efficient 3D Object Detection using Multiple Pose-Specific Classifiers.

Michael Villamizar, Helmut Grabner, Francesc Moreno-Noguer, Juan Andrade-Cetto, Luc Van Gool, Alberto Sanfeliu

Proceedings of the British Machine Vision Conference, 2011

Temporal Relations in Videos for Unsupervised Activity Analysis.

Fabian Nater, Helmut Grabner, Luc Van Gool

Proceedings of the British Machine Vision Conference, 2011

Improved person detection in industrial environments using multiple self-calibrated cameras.

Roland Mörzinger, Marcus Thaler, Severin Stalder, Helmut Grabner, Luc Van Gool

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

2010

Real-time detection of unusual regions in image streams.

René Schuster, Roland Mörzinger, Werner Haas, Helmut Grabner, Luc Van Gool

Proceedings of the 18th International Conference on Multimedia 2010, 2010

Tools for semi-automatic monitoring of industrial workflows.

Roland Mörzinger, Manolis Sardis, Igor Rosenberg, Helmut Grabner, Galina V. Veres, Imed Bouchrika, Marcus Thaler, René Schuster, Albert Hofmann, Georg Thallinger, Vasileios Anagnostopoulos, Dimitrios I. Kosmopoulos, Athanasios Voulodimos, Constantinos Lalos, Nikolaos D. Doulamis, Theodora A. Varvarigou, Rolando Palma Zelada, Ignacio Jubert Soler, Severin Stalder, Luc Van Gool, Lee Middleton, Zoheir A. Sabeur, Banafshe Arbab-Zavar, John N. Carter, Mark S. Nixon

Proceedings of the first ACM international workshop on Analysis and retrieval of tracked events and motion in imagery streams, 2010

Robust Workflow Recognition Using Holistic Features and Outlier-Tolerant Fused Hidden Markov Models.

Athanasios Voulodimos, Helmut Grabner, Dimitrios I. Kosmopoulos, Luc Van Gool, Theodora A. Varvarigou

Proceedings of the Artificial Neural Networks - ICANN 2010, 2010

Cascaded Confidence Filtering for Improved Tracking-by-Detection.

Severin Stalder, Helmut Grabner, Luc Van Gool

Proceedings of the Computer Vision, 2010

Exploiting simple hierarchies for unsupervised human behavior analysis.

Fabian Nater, Helmut Grabner, Luc Van Gool

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

Tracking the invisible: Learning where the object might be.

Helmut Grabner, Jiri Matas, Luc Van Gool, Philippe C. Cattin

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

Automatic Workflow Monitoring in Industrial Environments.

Galina V. Veres, Helmut Grabner, Lee Middleton, Luc Van Gool

Proceedings of the Computer Vision - ACCV 2010, 2010

Object Flow: Learning Object Displacement.

Constantinos Lalos, Helmut Grabner, Luc Van Gool, Theodora A. Varvarigou

Proceedings of the Computer Vision - ACCV 2010 Workshops, 2010

2009

Beyond semi-supervised tracking: Tracking should be as simple as detection, but not simpler than recognition.

Severin Stalder, Helmut Grabner, Luc Van Gool

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

Tracker trees for unusual event detection.

Fabian Nater, Helmut Grabner, Tobias Jaeggli, Luc Van Gool

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

Hunting Nessie - Real-time abnormality detection from webcams.

Michael D. Breitenstein, Helmut Grabner, Luc Van Gool

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

Mining from large image sets.

Luc Van Gool, Michael D. Breitenstein, Stephan Gammeter, Helmut Grabner, Till Quack

Proceedings of the 8th ACM International Conference on Image and Video Retrieval, 2009

Segmentation-Based Urban Traffic Scene Understanding.

Andreas Ess, Tobias Mueller, Helmut Grabner, Luc Van Gool

Proceedings of the British Machine Vision Conference, 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

Time Dependent On-line Boosting for Robust Background Modeling.

Helmut Grabner, Christian Leistner, Horst Bischof

Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008

Training sequential on-line boosting classifier for visual tracking.

Helmut Grabner, Jan Sochman, Horst Bischof, Jiri Matas

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 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

SERBoost: Semi-supervised Boosting with Expectation Regularization.

Amir Saffari, Helmut Grabner, Horst Bischof

Proceedings of the Computer Vision, 2008

Semi-supervised On-Line Boosting for Robust Tracking.

Helmut Grabner, Christian Leistner, Horst Bischof

Proceedings of the Computer Vision, 2008

3D tracking in unknown environments using on-line keypoint learning for mobile augmented reality.

Gerhard Schall, Helmut Grabner, Michael Grabner, Paul Wohlhart, Dieter Schmalstieg, Horst Bischof

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

Semi-supervised boosting using visual similarity learning.

Christian Leistner, Helmut Grabner, Horst Bischof

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007

On-line Boosting for Car Detection from Aerial Images.

Thuy Thi Nguyen, Helmut Grabner, Horst Bischof, B. Gruber

Proceedings of the 2007 IEEE International Conference on Research, 2007

A 3D Teacher for Car Detection in Aerial Images.

Stefan Kluckner, Georg Pacher, Helmut Grabner, Horst Bischof, Joachim Bauer

Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Recognizing cars in aerial imagery to improve orthophotos.

Franz Leberl, Horst Bischof, Helmut Grabner, Stefan Kluckner

Proceedings of the 15th ACM International Symposium on Geographic Information Systems, 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

Learning Features for Tracking.

Michael Grabner, Helmut Grabner, Horst Bischof

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

Flea, Do You Remember Me?

Michael Grabner, Helmut Grabner, Joachim Pehserl, Petra Korica-Pehserl, Horst Bischof

Proceedings of the Computer Vision, 2007

2006

Audio-Visual Feature Extraction for Semi-Automatic Annotation of Meetings.

Marián Képesi, Michael Neffe, Tuan Van Pham, Michael Grabner, Helmut Grabner, Andreas Juffinger

Proceedings of the IEEE 8th Workshop on Multimedia Signal Processing, 2006

On-line Boosting and Vision.

Helmut Grabner, Horst Bischof

Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Real-Time Tracking via On-line Boosting.

Helmut Grabner, Michael Grabner, Horst Bischof

Proceedings of the British Machine Vision Conference 2006, 2006

Fast Approximated SIFT.

Michael Grabner, Helmut Grabner, Horst Bischof

Proceedings of the Computer Vision, 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