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Fazekas Attila

Fazekas Attila

Fazekas Attila
DE
Associate Professor 2005-
Name: Fazekas Attila
Affiliation: Debreceni Egyetem. Informatikai Kar / University of Debrecen. Faculty of Informatics
Degree
  • PhD, Kossuth Lajos Tudományegyetem (1999)
  • dr. habil., Debreceni Egyetem (2004)
Introduction:

I took my MSc. degree in mathematics in 1992, and my PhD degree in computer science in 1999. After completing my PhD degree, my interest turned to digital topology and multi-modal human-computer interactions. As a result, I received a nearly two-year postdoctoral scholarship for an EU project led by Aristotle University of Thessaloniki, where I mainly focused on facial detection and recognition of facial gestures between 2000-2002.
The results I achieved there were the basis for my habilitation dissertation, which I successfully defended in 2004, and was appointed as an associate professor at the Faculty of Informatics of the University of Debrecen. The focus of my research has since then been on digital image processing and image recognition.
In recent years I have been involved in many projects. My work has received recognition in many cases. I won the Bolyai János Research Scholarship in 2002, the Prize of Faculty of Informatics in 2004, and the Matsumae International Foundation Research Scholarship in 2006.
I actively participate in scientific public life. I am a member of many professional organizations, of which IEEE (Senior Member 2020-) and NJSZT are more important. I was the founding member of the NJSZT KÉPAF, member of the board (1997-2013), chairman (2007-2011). Since 2016 I have been the president of the NJSZT Hajdú-Bihar County Regional Organization. I participated in the organization of several conferences and summer schools. I am continually doing reviews for IEEE Transaction on Image Processing, Journal of Universal Computer Sciences and Acta Cybernetica.
In addition to directing scientific projects, I gained leadership experience as the IT Manager of the University of Debrecen (2009-2013) and then as Vice-Dean of the Faculty of Informatics at the University of Debrecen (2013-2019).

Profession: mathematician, information scientist

Publication list

Uploaded publications:
117
Publications in DEA:
93
OA:
14
Date range:
1986-2023
2023
  1. Fazekas, A., Kovács, G.: Optimal binning for a variance based alternative of mutual information in pattern recognition.
    Neurocomputing. 519 135-147, 2023.
    Journal metrics:
    Q1 Artificial Intelligence (2021)
    Q1 Cognitive Neuroscience (2021)
    D1 Computer Science Applications (2021)
2022
  1. Szeghalmy, S., Fazekas, A.: A Highly Adaptive Oversampling Approach to Address the Issue of Data Imbalance.
    Computers. 11 (5), 1-21, 2022.
    Journal metrics:
    Q2 Computer Networks and Communications (2021)
    Q3 Human-Computer Interaction (2021)
  2. Kovács, G., Fazekas, A.: A new baseline for retinal vessel segmentation: Numerical identification and correction of methodological inconsistencies affecting 100+ papers.
    Med. Image Anal. 75 1-15, 2022.
    Journal metrics:
    D1 Computer Graphics and Computer-Aided Design (2021)
    D1 Computer Vision and Pattern Recognition (2021)
    D1 Health Informatics (2021)
    D1 Radiological and Ultrasound Technology (2021)
    D1 Radiology, Nuclear Medicine and Imaging (2021)
  3. Tóth, R., Tóth, B., Bodroginé Zichar, M., Fazekas, A., Hoffmann, M.: Detecting and Correcting Errors in Mental Cutting Test Intersections Computed with Blender.
    In: ICGG 2022 - Proceedings of the 20th International Conference on Geometry and Graphics / Liang-Yee Cheng, Springer, Cham, 904-916, 2022. ISBN: 9783031135873
  4. Tóth, R., Tóth, B., Bodroginé Zichar, M., Fazekas, A., Hoffmann, M.: Educational Applications to Support the Teaching and Learning of Mental Cutting Test Exercises.
    In: ICGG 2022 - Proceedings of the 20th International Conference on Geometry and Graphics / Liang-Yee Cheng, Springer, Cham, 928-938, 2022. ISBN: 9783031135873
2021
  1. Szeghalmy, S., Fazekas, A.: Városi terepfelületek osztályozásának javítása mintavételezési módszerekkel.
    In: Az elmélet és a gyakorlat találkozása a térinformatikában XII.: Theory meets practice in GIS. Szerk.: Molnár Vanda Éva, Debreceni Egyetemi Kiadó, Debrecen, 295-300, 2021. ISBN: 9789633189771
2019
  1. Szeghalmy, S., Fazekas, A., Bodroginé Zichar, M., Bence, T., Uszkai, D.: Smartphone based Driver-Assistance System for Urban Environments.
    In: The International Conference on Information and Digital Technologies 2019, IEEE, Zilina, 437-442, 2019. ISBN: 9781728114019
2018
  1. Alhamzawi, H., Fazekas, A.: Assessment of Patients Emotional Status According To iris Movement.
    In: Contemporary Computational Science : proceedings of the International Multi-Conference on Computational Science (CS 2018). Eds.: Piotr Kulczycki, Piotr A. Kowalski, Szymon Lukasik, AGH University of Science and Technology, Kraków, 160-176, 2018. ISBN: 9788366016224
  2. Bertók, K., Fazekas, A.: Facial gesture recognition and its applications.
    In: Gesture recognition : performance, applications and features. Eds.: Gilberto Coleman, Roosevelt Ward, Nova Science Publishers, New York, 1-30, 2018. ISBN: 9781536134919
2017
  1. Aszalós, L., Fazekas, A., Mihálydeák, T.: Kihívások és kényszerek - Új képzési programok a Debreceni Egyetem Informatikai Karán.
    In: Informatika a felsőoktatásban 2017 konferencia kiadványa. Szerk.: Aradi Bernadett, Bujdosó Gyöngyi, Horváth Géza, Szokol Patrícia, Debreceni Egyetem Informatikai Kar, Debrecen, 101-108, 2017. ISBN: 9789634732136
2016
  1. Németh, G., Kovács, G., Fazekas, A., Palágyi, K.: A Method for Quantitative Comparison of 2D Skeletons.
    Acta Polytech. Hung. 13 (7), 123-142, 2016.
    Journal metrics:
    Q2 Engineering (miscellaneous)
    Q2 Multidisciplinary
  2. Bertók, K., Fazekas, A.: Face recognition on mobile platforms.
    In: 7th IEEE International Conference on Cognitive Infocommunications: CogInfoCom 2016 : Proceedings. Szerk.: Péter Baranyi, IEEE Computer Society, Washington, 37-43, 2016.
  3. Bertók, K., Fazekas, A.: Recognizing complex head movements.
    Aust. J. Intell. Inform. Proccess. Syst. 14 (4), 3-17, 2016.
2015
2014
  1. Szeghalmy, S., Bodroginé Zichar, M., Fazekas, A.: Gesture-based computer mouse using Kinect sensor.
    In: 5th IEEE International Conference on Cognitive Infocommunications CogInfoCom 2014 : Proceedings, Vietri sul Mare, Italy. Ed.: Péter Baranyi, IEEE, Danvers, 419-424, 2014. ISBN: 9781479972807
  2. Bedekovics, J., Szeghalmy, S., Beke, L., Fazekas, A., Méhes, G.: Image analysis of platelet derived growth factor receptor-beta (PDGFRβ) expression to determine the grade and dynamics of myelofibrosis in bone marrow biopsy samples.
    Cytometry B Clin. Cytom. 86 (5), 319-328, 2014.
    Journal metrics:
    Q3 Cell Biology
    Q2 Histology
    Q2 Pathology and Forensic Medicine
  3. Bertók, K., Fazekas, A.: Recognizing human activities based on head movement trajectories.
    In: 5th IEEE International Conference on Cognitive Infocommunications. Ed.: Péter Baranyi, IEEE, [Danvers], 273-278, 2014. ISBN: 9781479972791
2013
  1. Szeghalmy, S., Bodroginé Zichar, M., Fazekas, A.: Comfortable mouse control using 3D depth sensor.
    In: 4th IEEE International Conference on Cognitive Infocommunications CogInfoCom 2013 : Proceedings, December 2-5, 2013 Budapest, Hungary. Ed.: Péter Baranyi, IEEE, Danvers, 212-222, 2013. ISBN: 9781479915439
  2. Bertók, K., Fazekas, A.: Fejmozgás alapú gesztusok felismerése.
    In: Képfeldolgozók és Alakfelismerők országos 9. konferenciája : KÉPAF Konferencia kiadvány. Szerk.: Czúni László, NJSZT-KÉPAF, Bakonybél, 736-746, 2013.
  3. Katócs, B., Tóth, Á., Buda, R., Boldizsár, G., Török, T., Szeghalmy, S., Kunkli, R., Fazekas, A.: New features for an MPEG-4 talking head.
    In: 4th IEEE International Conference on Cognitive Infocommunications CogInfoCom 2013 : Proceedings, December 2-5, 2013 Budapest, Hungary. Ed.: Péter Baranyi, IEEE, Danvers, 935-936, 2013. ISBN: 9781479915439
  4. Szeghalmy, S., Szalay, P., Dévai, G., Fazekas, A., Kis, O., Szabó, L., Miskolczi, M.: Szitakötőszárnyak elemzése.
    In: Képfeldolgozók és Alakfelismerők 9. konferenciája. Szerk.: Czúni László, NJSZT-KÉPAF, Bakonybél, 542-549, 2013.
2012
  1. Bertók, K., Fazekas, A.: Gesture recognition - control of a computer with natural head movements.
    In: GRAPP & IVAPP 2012: Proceedings of the International Conference on Computer Graphics Theory and Applications and International Conference on Information Visualization Theory and Applications. Eds.: Paul Richard, Martin Kraus, Robert S. Laramee, José Braz, SciTePress, Rome, 527-530, 2012. ISBN: 9789898565020
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updated: 2023-02-05, 01:11

SCImago quartiles of
scientific journal articles

Number of scientific articles: 37
Q1/D1 2 (5.4%)
Q1 3 (8.1%)
Q2 5 (13.5%)
Q3 3 (8.1%)
Q4 5 (13.5%)
N/A 21 (56.8%)
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SCImago subject areas and categories

Computer Science (7)
Artificial Intelligence (2)
Computer Science (miscellaneous) (2)
Computer Vision and Pattern Recognition (2)
Human-Computer Interaction (2)
Software (2)
Computer Graphics and Computer-Aided Design (1)
Computer Networks and Communications (1)
Computer Science Applications (1)
Hardware and Architecture (1)
Signal Processing (1)
Mathematics (6)
Mathematics (miscellaneous) (5)
Applied Mathematics (1)
Geometry and Topology (1)
Social Sciences (5)
Education (5)
Human Factors and Ergonomics (1)
Engineering (3)
Engineering (miscellaneous) (2)
Mechanical Engineering (1)
Mechanics of Materials (1)
Medicine (2)
Health Informatics (1)
Histology (1)
Pathology and Forensic Medicine (1)
Radiology, Nuclear Medicine and Imaging (1)
Biochemistry, Genetics and Molecular Biology (1)
Cell Biology (1)
Health Professions (1)
Radiological and Ultrasound Technology (1)
Materials Science (1)
Materials Science (miscellaneous) (1)
Multidisciplinary (1)
Multidisciplinary (1)
Neuroscience (1)
Cognitive Neuroscience (1)
Physics and Astronomy (1)
Condensed Matter Physics (1)
Psychology (1)
Applied Psychology (1)

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Journals

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Other co-authors

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Marosné Berkes Mária
Iván János István
Manolopoulos, Yannis