Sebastian Hegenbart

According to our database1, Sebastian Hegenbart authored at least 19 papers between 2011 and 2016.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Links

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Bibliography

2016
Convolutional Neural Network Architectures for the Automated Diagnosis of Celiac Disease.
Proceedings of the Computer-Assisted and Robotic Endoscopy - Third International Workshop, 2016

Narrow band imaging versus white-light: What is best for computer-assisted diagnosis of celiac disease?
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

One-Shot Learning of Scene Locations via Feature Trajectory Transfer.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
A scale- and orientation-adaptive extension of Local Binary Patterns for texture classification.
Pattern Recognit., 2015

Proceedings of The 39th Annual Workshop of the Austrian Association for Pattern Recognition (OAGM), 2015.
CoRR, 2015

Survey on computer aided decision support for diagnosis of celiac disease.
Comput. Biol. Medicine, 2015

2014
Do We Need Annotation Experts? A Case Study in Celiac Disease Classification.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

An Orientation-Adaptive Extension to Scale-Adaptive Local Binary Patterns.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Scale-Adaptive Texture Classification.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

A scale-adaptive extension to methods based on LBP using scale-normalized Laplacian of Gaussian extrema in scale-space.
Proceedings of the IEEE International Conference on Acoustics, 2014

2013
Scale invariant texture descriptors for classifying celiac disease.
Medical Image Anal., 2013

On the effects of de-interlacing on the classification accuracy of interlaced endoscopic videos with indication for celiac disease.
Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, 2013

2012
Customised Frequency Pre-filtering in a Local Binary Pattern-Based Classification of Gastrointestinal Images.
Proceedings of the Medical Content-Based Retrieval for Clinical Decision Support, 2012

On the implicit handling of varying distances and gastrointestinal regions in endoscopic video sequences with indication for celiac disease.
Proceedings of CBMS 2012, 2012

2011
Automated Marsh-like classification of celiac disease in children using local texture operators.
Comput. Biol. Medicine, 2011

Systematic Assessment of Performance Prediction Techniques in Medical Image Classification A Case Study on Celiac Disease.
Proceedings of the Information Processing in Medical Imaging, 2011

Impact of endoscopic image degradations on LBP based features using one-class SVM for classification of celiac disease.
Proceedings of the 7th International Symposium on Image and Signal Processing and Analysis, 2011

Optimized selection of weak methods for the classification of endoscopic images using an ensemble classifier.
Proceedings of the 7th International Symposium on Image and Signal Processing and Analysis, 2011

Impact of Histogram Subset Selection on Classification using Multi-scale LBP-Operators.
Proceedings of the Bildverarbeitung für die Medizin 2011: Algorithmen - Systeme, 2011


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