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Antal Bálint

Antal Bálint

Antal Bálint
DE > IK
Department of Computer Graphics and Image Processing
2012-
Name: Antal Bálint
Affiliation: Debreceni Egyetem. Informatikai Kar. Komputergrafika és Képfeldolgozás Tanszék / University of Debrecen. Faculty of Informatics. Department of Computer Graphics and Image Processing
Other profiles: MTMT
Degree
  • PhD, Debreceni Egyetem (2013)
Profession: IT specialist

Publication list

Uploaded publications:
27
Publications in DEA:
27
OA:
3
Date range:
2009-2018
2018
  1. Antal, B., Tavares, M., Kovács, L., Harangi, B., Lázár, I., Nagy, B., Kovács, G., Szakács, J., Tóth, J., Pető, T., Csutak, A., Hajdu, A.: Data analysis applied to diabetic retinopathy screening: performance evaluation.
    Ann. Math. Inform. 49 3-9, 2018.
    Journal metrics:
    Q3 Computer Science (miscellaneous)
    Q4 Mathematics (miscellaneous)
2017
2016
  1. Antal, B.: Automatic 3D Point Set Reconstruction from Stereo Laparoscopic Images using Deep Neural Networks.
    In: PECCS 2016 : Proceedings of the 6th International Joint Conference on Pervasive and Embedded Computing and Communication Systems. Eds.: Andreas Ahrens, César Benavente-Peces, Scitepress, Setúbal, 116-121, 2016. ISBN: 9789897581953
2015
  1. Antal, B.: Classifier ensemble creation via false labelling.
    Knowledge-Based Syst. 89 278-287, 2015.
    Journal metrics:
    Q1 Artificial Intelligence
    Q1 Information Systems and Management
    D1 Management Information Systems
    D1 Software
  2. Antal, B., Chessel, A., Carazo Salas, R.: Mineotaur: a tool for high-content microscopy screen sharing and visual analytics.
    Genome Biol. 16 1-5, 2015.
2014
  1. Antal, B., Hajdu, A.: An ensemble-based system for automatic screening of diabetic retinopathy.
    Knowledge-Based Syst. 60 20-27, 2014.
    Journal metrics:
    Q1 Artificial Intelligence
    Q1 Information Systems and Management
    D1 Management Information Systems
    D1 Software
2013
  1. Antal, B., Lázár, I., Hajdu, A.: An adaptive weighting approach for ensemble-based detection of microaneurysms in color fundus images.
    In: Képfeldolgozók és Alakfelismerők országos 9. konferenciája : KÉPAF Konferencia kiadvány. Szerk.: Czúni László, NJSZT-KÉPAF, Bakonybél, 393-403, 2013.
  2. Antal, B., Remenyik, B., Hajdu, A.: An Unsupervised Ensemble-based Markov Random Field Approach to Microscope Cell Image Segmentation.
    In: 10th International Conference on Signal Processing and Multimedia Applications. Ed.: Mohammad S. Obaidat, SciTePress, Reykjavik, Izland, 94-99, 2013.
  3. Antal, B., Hajdu, A.: Improving microaneurysm detection in color fundus images by using context-aware approaches.
    Comput. Med. Imaging Graph. 37 (5), 403-408, 2013.
    Journal metrics:
    Q1 Computer Graphics and Computer-Aided Design
    Q2 Computer Vision and Pattern Recognition
    Q2 Health Informatics
    Q2 Radiological and Ultrasound Technology
    Q2 Radiology, Nuclear Medicine and Imaging
2012
  1. Antal, B., Lázár, I., Hajdu, A.: An Ensemble Approach to Improve Microaneurysm Candidate Extraction.
    In: e-Business and Telecommunications : 7th International Joint Conference, ICETE, Athens, Greece, July 26-28, 2010 : Revised Selected Papers. Eds.: Mohammad S. Obaidat, George A. Tsihrintzis, Joaquim Filipe, Springer Verlag, Heidelberg, 378-394, 2012, (Communications in Computer and Information Science, 1865-0929 ; Vol. 222.) ISBN: 9783642252051
  2. Antal, B., Hajdu, A.: An Ensemble-Based System for Microaneurysm Detection and Diabetic Retinopathy Grading.
    IEEE Trans. Biomed. Eng. 59 (6), 1720-1726, 2012.
    Journal metrics:
    Q2 Biomedical Engineering
  3. Antal, B., Hajdu, A., Maros-Szabó, Z., Török, Z., Csutak, A., Pető, T.: A two-phase decision support framework for the automatic screening of digital fundus images.
    J. Comput. Sci. 3 (5), 262-268, 2012.
    Journal metrics:
    Q1 Computer Science (miscellaneous)
    Q2 Modeling and Simulation
    Q2 Theoretical Computer Science
  4. Harangi, B., Antal, B., Hajdu, A.: Automatic exudate detection with improved Naïve-Bayes classifier.
    In: Proceedings of the 25th IEEE International Symposium on Computer-Based Medical System [elektronikus dokumentum]. Ed.: Paolo Soda, Francesco Tortorella, Sameer Antani, Mykola Pechenizkiy, Mario Cannataro, Alexey Tsymbal, IEEE, Piscataway, NJ, 1-4, 2012. ISBN: 9781467320498
  5. Antal, B., Hajdu, A.: Improving microaneurysm detection using an optimally selected subset of candidate extractors and preprocessing methods.
    Pattern Recognit. 45 (1), 264-270, 2012.
    Journal metrics:
    Q1 Artificial Intelligence
    D1 Computer Vision and Pattern Recognition
    D1 Signal Processing
    Q1 Software
  6. Antal, B., Lázár, I., Hajdu, A.: Mikroaneurizma-detektálás összetett rendszerrel.
    In: 8th Conference of the Hungarian Association for Image Processing and Pattern Recognition January 25-28, 2011 Szeged, Hungary : Proceedings of KÉPAF 2011. Szerk.: Zoltán Kató, Palágyi Kálmán, Erdőhelyi Balázs, Szegedi Egyetem, Szeged, 155-162, 2012.
2011
  1. Antal, B., Hajdu, A.: An ensemble-based microaneurysm detector for retinal images.
    Proc. Int. Conf. Image Proc. 2011 1621-1624, 2011.
  2. Antal, B., Hajdu, A.: A stochastic approach to improve macula detection in retinal images.
    Acta Cybern. 20 (1), 5-15, 2011.
    Journal metrics:
    Q4 Computational Theory and Mathematics
    Q3 Computer Science (miscellaneous)
    Q3 Computer Vision and Pattern Recognition
    Q3 Electrical and Electronic Engineering
    Q3 Information Systems and Management
    Q4 Management Science and Operations Research
    Q3 Software
    Q4 Theoretical Computer Science
  3. Csutak, A., Antal, B., Lázár, I., Pető, T., Török, Z., Biró, A., Hajdu, A.: Diabetic retinopathy screening with computational support.
    Acta Ophthalmol. 89 357, 2011.
  4. Nagy, B., Harangi, B., Antal, B., Hajdu, A.: Ensemble-based exudate detection in color fundus images.
    Proc. Int. Symp. Image. Signal. Process. Anal. 700-703, 2011.
  5. Antal, B., Lázár, I., Hajdu, A.: Novel approaches to improve microaneurysm detection in retinal images.
    In: Proceedings of The 8th International Conference on Applied Informatics : Eger, Hungary, January 27 - 30, 2010. Ed.: Attila Egri-Nagy [et al.], [Eszterházy Károly Főiskola], [Eger], 117-124, [2011].
2010
  1. Antal, B., Lázár, I., Hajdu, A., Török, Z., Csutak, A., Pető, T.: A multi-level ensemble-based system for detecting microaneurysms in fundus images.
    In: Soft Computing Applications (SOFA), 2010 4th International Workshop on, [s.n.], Arad, Románia, 137-142, 2010. ISBN: 9781424479856
  2. Antal, B., Lázár, I., Hajdu, A.: An optimal voting scheme for microaneurysm candidate extractors using simulated annealing.
    In: 5th International Conference on Signal Processing and Multimedia Applications : SIGMAP 2010, IEEE, Athén, 80-87, 2010.
  3. Antal, B., Hajdu, A., Csutak, A., Pető, T.: A two-phase pre-filtering approach to the automatic screening of digital fundus images.
    In: 5th International Conference on Signal Processing and Multimedia Applications : SIGMAP 2010, [s.n.], Athén, Görögország, 155-158, 2010.
Show all
updated: 2024-03-17, 01:52

SCImago quartiles of
scientific journal articles

Number of scientific articles: 11
Q1/D1 3 (27.3%)
Q1 5 (45.5%)
Q2 1 (9.1%)
Q3 2 (18.2%)
N/A 3 (27.3%)
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SCImago subject areas and categories

Computer Science (7)
Software (4)
Artificial Intelligence (3)
Computer Science (miscellaneous) (3)
Computer Vision and Pattern Recognition (3)
Computational Theory and Mathematics (1)
Computer Graphics and Computer-Aided Design (1)
Signal Processing (1)
Decision Sciences (3)
Information Systems and Management (3)
Management Science and Operations Research (1)
Mathematics (3)
Theoretical Computer Science (2)
Mathematics (miscellaneous) (1)
Modeling and Simulation (1)
Business, Management and Accounting (2)
Management Information Systems (2)
Engineering (2)
Biomedical Engineering (1)
Electrical and Electronic Engineering (1)
Health Professions (1)
Radiological and Ultrasound Technology (1)
Medicine (1)
Health Informatics (1)
Radiology, Nuclear Medicine and Imaging (1)

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