Sebastian Hegenbart

Publication Activity (10 Years)

Years Active: 2011-2016
Publications (10 Years): 3

Top Topics

Texture Classification

Local Binary Pattern

Disease Diagnosis

Scale Invariance

Top Venues

Publications

Georg Wimmer, Sebastian Hegenbart, Andreas Vécsei, Andreas Uhl
Convolutional Neural Network Architectures for the Automated Diagnosis of Celiac Disease. CARE@MICCAI (2016)
Roland Kwitt, Sebastian Hegenbart, Marc Niethammer
One-Shot Learning of Scene Locations via Feature Trajectory Transfer. CVPR (2016)
Michael Gadermayr, Sebastian Hegenbart, Roland Kwitt, Andreas Uhl, Andreas Vécsei
Narrow band imaging versus white-light: What is best for computer-assisted diagnosis of celiac disease? ISBI (2016)
Sebastian Hegenbart, Roland Kwitt, Andreas Uhl
Proceedings of The 39th Annual Workshop of the Austrian Association for Pattern Recognition (OAGM), 2015. CoRR (2015)
Sebastian Hegenbart, Andreas Uhl, Andreas Vécsei
Survey on computer aided decision support for diagnosis of celiac disease. Comput. Biol. Medicine 65 (2015)
Sebastian Hegenbart, Andreas Uhl
A scale- and orientation-adaptive extension of Local Binary Patterns for texture classification. Pattern Recognit. 48 (8) (2015)
Sebastian Hegenbart, Andreas Uhl
An Orientation-Adaptive Extension to Scale-Adaptive Local Binary Patterns. ICPR (2014)
Sebastian Hegenbart, Andreas Uhl
A scale-adaptive extension to methods based on LBP using scale-normalized Laplacian of Gaussian extrema in scale-space. ICASSP (2014)
Roland Kwitt, Sebastian Hegenbart, Nikhil Rasiwasia, Andreas Vécsei, Andreas Uhl
Do We Need Annotation Experts? A Case Study in Celiac Disease Classification. MICCAI (2) (2014)
Michael Gadermayr, Sebastian Hegenbart, Andreas Uhl
Scale-Adaptive Texture Classification. ICPR (2014)
Sebastian Hegenbart, Andreas Uhl, Andreas Vécsei, Georg Wimmer
Scale invariant texture descriptors for classifying celiac disease. Medical Image Anal. 17 (4) (2013)
Sebastian Hegenbart, Andreas Uhl, Georg Wimmer, Andreas Vécsei
On the effects of de-interlacing on the classification accuracy of interlaced endoscopic videos with indication for celiac disease. CBMS (2013)
Sebastian Hegenbart, Andreas Uhl, Andreas Vécsei
On the implicit handling of varying distances and gastrointestinal regions in endoscopic video sequences with indication for celiac disease. CBMS (2012)
Sebastian Hegenbart, Stefan Maimone, Andreas Uhl, Andreas Vécsei, Georg Wimmer
Customised Frequency Pre-filtering in a Local Binary Pattern-Based Classification of Gastrointestinal Images. MCBR-CDS (2012)
Michael Häfner, Sebastian Hegenbart, Michael Liedlgruber, Andreas Uhl, Andreas Vécsei, Friedrich Wrba
Optimized selection of weak methods for the classification of endoscopic images using an ensemble classifier. ISPA (2011)
Andreas Vécsei, G. Amann, Sebastian Hegenbart, Michael Liedlgruber, Andreas Uhl
Automated Marsh-like classification of celiac disease in children using local texture operators. Comput. Biol. Medicine 41 (6) (2011)
Sebastian Hegenbart, Andreas Uhl, Andreas Vécsei
Systematic Assessment of Performance Prediction Techniques in Medical Image Classification A Case Study on Celiac Disease. IPMI (2011)
Sebastian Hegenbart, Andreas Uhl, Andreas Vécsei
Impact of Histogram Subset Selection on Classification using Multi-scale LBP-Operators. Bildverarbeitung für die Medizin (2011)
Sebastian Hegenbart, Andreas Uhl, Andreas Vécsei
Impact of endoscopic image degradations on LBP based features using one-class SVM for classification of celiac disease. ISPA (2011)