Bálint Antal

Publication Activity (10 Years)

Years Active: 2010-2019
Publications (10 Years): 6

Top Topics

Diabetic Retinopathy

Top Venues

Knowl. Based Syst.

Publications

Tamas Katona, Bálint Antal
Automated analysis of radiology images using Convolutional Neural Networks. ISPA (2019)
Bálint Antal
Automatic 3D Point Set Reconstruction from Stereo Laparoscopic Images using Deep Neural Networks. CoRR (2016)
Bálint Antal
Classifier ensemble creation via false labelling. CoRR (2016)
Bálint Antal
Automatic 3D Point Set Reconstruction from Stereo Laparoscopic Images using Deep Neural Networks. PECCS (2016)
Bálint Antal
Classifier ensemble creation via false labelling. Knowl. Based Syst. 89 (2015)
Bálint Antal, Bence Auer
Distributed processing of biological interactions using Hadoop. CogInfoCom (2015)
Bálint Antal, András Hajdu, Zsuzsanna Maros-Szabó, Zsolt Török, Adrienne Csutak, Tünde Petö
A Two-phase Decision Support Framework for the Automatic Screening of Digital Fundus Images. CoRR (2014)
Bálint Antal, Bence Remenyik, András Hajdu
An Unsupervised Ensemble-based Markov Random Field Approach to Microscope Cell Image Segmentation. CoRR (2014)
Bálint Antal, András Hajdu
An ensemble-based system for automatic screening of diabetic retinopathy. CoRR (2014)
Bálint Antal, András Hajdu
An Ensemble-based System for Microaneurysm Detection and Diabetic Retinopathy Grading. CoRR (2014)
Bálint Antal, András Hajdu
An ensemble-based system for automatic screening of diabetic retinopathy. Knowl. Based Syst. 60 (2014)
Bálint Antal, András Hajdu
Evaluation of preprocessing methods for microaneurysm detection. ISPA (2013)
Bálint Antal, Bence Remenyik, András Hajdu
An Unsupervised Ensemble-based Markov Random Field Approach to Microscope Cell Image Segmentation. SIGMAP (2013)
Bálint Antal, András Hajdu
Improving microaneurysm detection in color fundus images by using context-aware approaches. Comput. Medical Imaging Graph. 37 (5-6) (2013)
Brigitta Nagy, Bálint Antal, András Hajdu
Image database clustering to improve exudate detection in color fundus images. ISPA (2013)
Bálint Antal, András Hajdu
Improving microaneurysm detection using an optimally selected subset of candidate extractors and preprocessing methods. Pattern Recognit. 45 (1) (2012)
Bálint Antal, István Lázár, András Hajdu
An adaptive weighting approach for ensemble-based detection of microaneurysms in color fundus images. EMBC (2012)
Brigitta Nagy, Bálint Antal, András Hajdu
Image database clustering to improve microaneurysm detection in color fundus images. CBMS (2012)
Balázs Harangi, Bálint Antal, András Hajdu
Automatic exudate detection with improved Naïve-Bayes classifier. CBMS (2012)
Bálint Antal, András Hajdu, Zsuzsanna Maros-Szabó, Zsolt Török, Adrienne Csutak, Tünde Petö
A two-phase decision support framework for the automatic screening of digital fundus images. J. Comput. Sci. 3 (5) (2012)
Bálint Antal, András Hajdu
An Ensemble-Based System for Microaneurysm Detection and Diabetic Retinopathy Grading. IEEE Trans. Biomed. Eng. 59 (6) (2012)
Bálint Antal, András Hajdu
An ensemble-based microaneurysm detector for retinal images. ICIP (2011)
Bálint Antal, András Hajdu
A Stochastic Approach to Improve Macula Detection in Retinal Images. Acta Cybern. 20 (1) (2011)
Bálint Antal, István Lázár, András Hajdu, Zsolt Török, Adrienne Csutak, Tünde Petö
Evaluation of the grading performance of an ensemble-based microaneurysm detector. EMBC (2011)
Brigitta Nagy, Balázs Harangi, Bálint Antal, András Hajdu
Ensemble-based exudate detection in color fundus images. ISPA (2011)
Bálint Antal, István Lázár, András Hajdu
An Ensemble Approach to Improve Microaneurysm Candidate Extraction. ICETE (Selected Papers) (2010)
Bálint Antal, András Hajdu, Adrienne Csutak, Tünde Petö
A Two-phase Pre-filtering Approach to the Automatic Screening of Digital Fundus Images. SIGMAP (2010)
Bálint Antal, István Lázár, András Hajdu
An Optimal Voting Scheme for Microaneurysm Candidate Extractors using Simulated Annealing. SIGMAP (2010)
Bálint Antal, András Hajdu
Improving microaneurysm detection in color fundus images by using an optimal combination of preprocessing methods and candidate extractors. EUSIPCO (2010)