Andreas Vécsei

Orcid: 0000-0001-6017-4625

According to our database1, Andreas Vécsei authored at least 51 papers between 2007 and 2020.

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

Timeline

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Bibliography

2020
Improving Endoscopic Decision Support Systems by Translating Between Imaging Modalities.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2020

2018
Automated classification of celiac disease during upper endoscopy: Status quo and quo vadis.
Comput. Biol. Medicine, 2018

2017
Evaluation of domain specific data augmentation techniques for the classification of celiac disease using endoscopic imagery.
Proceedings of the 19th IEEE International Workshop on Multimedia Signal Processing, 2017

Fully-Automated CNN-Based Computer Aided Celiac Disease Diagnosis.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

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

CNN transfer learning for the automated diagnosis of celiac disease.
Proceedings of the Sixth International Conference on Image Processing Theory, 2016

Incorporating human knowledge in automated celiac disease diagnosis.
Proceedings of the Sixth International Conference on Image Processing Theory, 2016

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

Boosting Small-Data Performance of LBP: A Case Study in Celiac Disease Diagnosis.
Proceedings of the Image Analysis - 19th Scandinavian Conference, 2015

Comparing endoscopic imaging configurations in computer-aided celiac disease diagnosis.
Proceedings of the 2015 International Conference on Image Processing Theory, 2015

Dealing with Intra-Class and Intra-Image Variations in Automatic Celiac Disease Diagnosis.
Proceedings of the Bildverarbeitung für die Medizin 2015, Algorithmen - Systeme, 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

Getting one step closer to fully automatized celiac disease diagnosis.
Proceedings of the 4th International Conference on Image Processing Theory, 2014

Is a Precise Distortion Estimation Needed for Computer Aided Celiac Disease Diagnosis?
Proceedings of the Image and Signal Processing - 6th International Conference, 2014

Degradation Adaptive Texture Classification: A Case Study in Celiac Disease Diagnosis Brings New Insight.
Proceedings of the Image Analysis and Recognition - 11th International Conference, 2014

Quality Based Information Fusion in Fully Automatized Celiac Disease Diagnosis.
Proceedings of the Pattern Recognition - 36th German Conference, 2014

The Effect of Endoscopic Lens Distortion Correction on Physicians' Diagnosis Performance.
Proceedings of the Bildverarbeitung für die Medizin 2014, Algorithmen - Systeme, 2014

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

Evaluation of different distortion correction methods and interpolation techniques for an automated classification of celiac disease.
Comput. Methods Programs Biomed., 2013

Feature Extraction with Intrinsic Distortion Correction in Celiac Disease Imagery: No Need for Rasterization.
Proceedings of the Medical Computer Vision. Large Data in Medical Imaging, 2013

Shape Curvature Histogram: A Shape Feature for Celiac Disease Diagnosis.
Proceedings of the Medical Computer Vision. Large Data in Medical Imaging, 2013

Distortion Adaptive Image Classification - An Alternative to Barrel-Type Distortion Correction.
Proceedings of the Advances in Visual Computing - 9th International Symposium, 2013

Barrel-Type Distortion Compensated Fourier Feature Extraction.
Proceedings of the Advances in Visual Computing - 9th International Symposium, 2013

Problems in Distortion Corrected Texture Classification and the Impact of Scale and Interpolation.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 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
Color treatment in endoscopic image classification using multi-scale local color vector patterns.
Medical Image Anal., 2012

Delaunay triangulation-based pit density estimation for the classification of polyps in high-magnification chromo-colonoscopy.
Comput. Methods Programs Biomed., 2012

Improved endoscope distortion correction does not necessarily enhance mucosa-classification based medical decision support systems.
Proceedings of the 14th IEEE International Workshop on Multimedia Signal Processing, 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

Endoscope Distortion Correction Does Not (Easily) Improve Mucosa-Based Classification of Celiac Disease.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 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

Evaluation of cross-validation protocols for the classification of endoscopic images of colonic polyps.
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

Fractal analysis for the viewpoint invariant classification of celiac disease.
Proceedings of the 7th International Symposium on Image and Signal Processing and Analysis, 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

Statistical analysis of the impact of distortion (correction) on an automated classification of celiac disease.
Proceedings of the 17th International Conference on Digital Signal Processing, 2011

Complex Wavelet Transform Variants in a Scale Invariant Classification of Celiac Disease.
Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011

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

2010
Computer-aided classification of zoom-endoscopical images using Fourier filters.
IEEE Trans. Inf. Technol. Biomed., 2010

Endoscopic Image Classification Using Edge-Based Features.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Classification of Endoscopic Images Using Delaunay Triangulation-Based Edge Features.
Proceedings of the Image Analysis and Recognition, 7th International Conference, 2010

Predicting the histology of colorectal lesions in a probabilistic framework.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009
Computer-assisted pit-pattern classification in different wavelet domains for supporting dignity assessment of colonic polyps.
Pattern Recognit., 2009

Feature extraction from multi-directional multi-resolution image transformations for the classification of zoom-endoscopy images.
Pattern Anal. Appl., 2009

Automated classification of duodenal imagery in celiac disease using evolved Fourier feature vectors.
Comput. Methods Programs Biomed., 2009

Improving Pit-Pattern Classification of Endoscopy Images by a Combination of Experts.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Combining Gaussian Markov random fields with the discrete-wavelet transform for endoscopic image classification.
Proceedings of the 16th International Conference on Digital Signal Processing, 2009

2007
Pit Pattern Classification of Zoom-Endoscopical Colon Images Using DCT and FFT.
Proceedings of the 20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), 2007


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