Bálint Antal

According to our database, Bálint Antal authored at least 25 papers between 2010 and 2019.

Collaborative distances:

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

2019

Automated analysis of radiology images using Convolutional Neural Networks.

Tamas Katona, Bálint Antal

Proceedings of the 11th International Symposium on Image and Signal Processing and Analysis, 2019

2016

Automatic 3D Point Set Reconstruction from Stereo Laparoscopic Images using Deep Neural Networks.

Bálint Antal

Proceedings of the 6th International Joint Conference on Pervasive and Embedded Computing and Communication Systems (PECCS 2016), 2016

2015

Classifier ensemble creation via false labelling.

Bálint Antal

Knowl. Based Syst., 2015

Distributed processing of biological interactions using Hadoop.

Bálint Antal, Bence Auer

Proceedings of the 6th IEEE International Conference on Cognitive Infocommunications, 2015

2014

Diabetic Retinopathy Debrecen Data Set.

Bálint Antal, András Hajdu

Dataset, November, 2014

An ensemble-based system for automatic screening of diabetic retinopathy.

Bálint Antal, András Hajdu

Knowl. Based Syst., 2014

2013

Összetett módszerek az orvosi döntéshozatalban

Bálint Antal

PhD thesis, 2013

Improving microaneurysm detection in color fundus images by using context-aware approaches.

Bálint Antal, András Hajdu

Comput. Medical Imaging Graph., 2013

An Unsupervised Ensemble-based Markov Random Field Approach to Microscope Cell Image Segmentation.

Bálint Antal, Bence Remenyik, András Hajdu

Proceedings of the SIGMAP and WINSYS 2013, 2013

Image database clustering to improve exudate detection in color fundus images.

Brigitta Nagy, Bálint Antal, András Hajdu

Proceedings of the 8th International Symposium on Image and Signal Processing and Analysis, 2013

Evaluation of preprocessing methods for microaneurysm detection.

Bálint Antal, András Hajdu

Proceedings of the 8th International Symposium on Image and Signal Processing and Analysis, 2013

2012

An Ensemble-Based System for Microaneurysm Detection and Diabetic Retinopathy Grading.

Bálint Antal, András Hajdu

IEEE Trans. Biomed. Eng., 2012

Improving microaneurysm detection using an optimally selected subset of candidate extractors and preprocessing methods.

Bálint Antal, András Hajdu

Pattern Recognit., 2012

A two-phase decision support framework for the automatic screening of digital fundus images.

Bálint Antal, András Hajdu, Zsuzsanna Maros-Szabó, Zsolt Török, Adrienne Csutak, Tünde Petö

J. Comput. Sci., 2012

An adaptive weighting approach for ensemble-based detection of microaneurysms in color fundus images.

Bálint Antal, István Lázár, András Hajdu

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Image database clustering to improve microaneurysm detection in color fundus images.

Brigitta Nagy, Bálint Antal, András Hajdu

Proceedings of CBMS 2012, 2012

Automatic exudate detection with improved Naïve-Bayes classifier.

Balázs Harangi, Bálint Antal, András Hajdu

Proceedings of CBMS 2012, 2012

2011

A Stochastic Approach to Improve Macula Detection in Retinal Images.

Bálint Antal, András Hajdu

Acta Cybern., 2011

Ensemble-based exudate detection in color fundus images.

Brigitta Nagy, Balázs Harangi, Bálint Antal, András Hajdu

Proceedings of the 7th International Symposium on Image and Signal Processing and Analysis, 2011

An ensemble-based microaneurysm detector for retinal images.

Bálint Antal, András Hajdu

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Evaluation of the grading performance of an ensemble-based microaneurysm detector.

Bálint Antal, István Lázár, András Hajdu, Zsolt Török, Adrienne Csutak, Tünde Petö

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010

An Optimal Voting Scheme for Microaneurysm Candidate Extractors using Simulated Annealing.

Bálint Antal, István Lázár, András Hajdu

Proceedings of the SIGMAP 2010, 2010

A Two-phase Pre-filtering Approach to the Automatic Screening of Digital Fundus Images.

Bálint Antal, András Hajdu, Adrienne Csutak, Tünde Petö

Proceedings of the SIGMAP 2010, 2010

An Ensemble Approach to Improve Microaneurysm Candidate Extraction.

Bálint Antal, István Lázár, András Hajdu

Proceedings of the e-Business and Telecommunications - 7th International Joint Conference, 2010

Improving microaneurysm detection in color fundus images by using an optimal combination of preprocessing methods and candidate extractors.

Bálint Antal, András Hajdu

Proceedings of the 18th European Signal Processing Conference, 2010