Barjaktarović Marko

Assistant Professor

Room: room 7 (Lab building)
Phone: +381 11 3218-442
E-mail: mbarjaktarovic@etf.bg.ac.rs
Web: -
Education: Faculty of Electrical Engineering, University of Belgrade, BSc EE - 2002, MSc EE 2007, PhD EE 2012.
Research interests: Machine vision systems, Digital image processing, Instrumentation and measurements, Medical informatics.
Courses: Undergraduate studies:
Image Processing Systems
Physical-Technical Measurements
Optoelectronic and Laser Measurement Systems
Optical Networks
Fundamentals of Physics SI
Practicum of measurement and data acquisition systems

Graduate studies:
Industrial Vision Systems
Medical Informatics
Metrology and Computerized Measuring Systems

Short CV :

He was born on May 16, 1978. in Belgrade. He received BSc, MSc, PhD degrees in electrical engineering from the University of Belgrade, Serbia, in November 2002, January 2007. and December 2012, respectively. In 2002, he joined the School of Electrical Engineering, University of Belgrade. Currently, he is an Assistant Professor at the Department of microelectronics and engineering physics. His research interests are in the following areas: applications of digital image processing in industrial environment and design and integration of machine vision systems (experience with web inspection systems for paper board factory; inspection systems for: brewery, foods and packaging: wafer, cookies, plastic bucket; automotive parts, etc.); measurement non-electrical quantities; health informatics and decision support systems in medicine. He is co-author of more than 30 papers published in journals and conference proceedings.

Projects:

  1. “Intensified day/night digital camera with image enhancement”, Project funded by Innovation Fund Republic of Serbia, from 2018.
  2. "Consulting regards development for various machine vision systems", Project funded by Tipteh D.O.O., Belgrade, Serbia, from 2016.
  3. "Optoelectronic nanodimensional systems - way towards the application", Serbian Ministry of Education, Science and Technological Development, 2011.
  4. "The development of spatial magnetic field scanner for equipment diagnostic in power systems and environmental protection", Serbian Ministry of Science and Environmental Protection, from 01.04.2008. to 31.3.2010.
  5. "Modeling of acoustic wave propagation in the atmosphere", Serbian Military Technical Institute, 2008.
  6. "Implementation of multipurpose optoelectronic device for control and monitoring of high voltage equipment with applications in the commercial sector", Serbian Ministry of Science and Environmental Protection, from 01.01.2005. to 31.12.2007.
  7. "The development of optoelectronic device for defect detecting on cardboard during production process", Cardboard factory Umka, 2004.
  8. "Testing of electrical equipments", Serbian Ministry of Science, Technology and Development, from 01.01.2002. to 31.12.2004.

Awards:

  • Award for the best young researcher paper on Conference Society for Electronics, Telecommunications, Computers, Automatic Control and Nuclear Engineering (ETRAN), section Metrology, 2012.
  • IV place on the best technological innovation competition in Serbia (II category, team Karton), 2007.
  • Award for the best young researcher paper on Conference Society for Electronics, Telecommunications, Computers, Automatic Control and Nuclear Engineering (ETRAN), section Metrology, 2007.

Additional activities :

International collaboration :

Selected publications:

International journals:

  1. Barjaktarović M., Janković M. M., Jeremić M., Matović M.: "Hybrid Vision-Fusion system for whole-body scintigraphy", Computers in Biology and Medicine, vol. 96, pp. 69-78, doi:10.1016/j.compbiomed.2018.03.004, 1 May 2018, ISSN: 0010-4825.
  2. Barjaktarović M. C., Petričević S. J., Inspection of empty beer bottles in beer’s crates, Optoelectronics and Advanced Materials – Rapid Communications, vol. 12, pp. 48-54, Februar 2018, ISSN: 1842-6573..
  3. Šarić Z., Subotić M., Bilibajkić R., Jovičić S., Barjaktarović M., Improved transient evoked optoacoustic emission screening test using simple regression model and window optimization, Applied Acoustics, vol. 127, pp. 215-222, doi.org/10.1016/j.apacoust.2017.06.011, December 2017, ISSN: 0003-682X.
  4. Barjaktarovic M., Petricevic S.: “Wavelet based edge detection algorithm for web surface inspection of coated board web”, Journal of Instrumentation, vol. 5, P07001, doi: 10.1088/1748-0221/5/07/P07001, July 2010, ISSN: 1748-0221.
  5. Barjaktarovic M., Petricevic S., Radunovic J.: "A timely detection of a coated board streak defect in subsampling conditions using monochrome vision system", International Journal of Electronics and Communications (AEU), vol. 66, pp. 313-321, doi: 10.1016/j.aeue.2011.08.009, April 2012, ISSN: 1434-8411.
  6. Stankovic S.J., Jankovic S.M., Borjanovic S.S., Tenjovic L.R., Popevic M.B., Barjaktarovic M.C.: “Rewarming curves and derived parameters in the diagnosis of hand-arm vibration syndrome”, Medicina del Lavoro, vol. 102, pp. 445–454, PMID: 22022763, September-October 2011, ISSN: 0025-7818.
  7. Barjaktarovic M., Petricevic S., Radunovic J.: “High Performance Coated Board Inspection System Based on Commercial Components”, Journal of Instrumentation, vol. 2, T07001, doi: 10.1088/1748-0221/2/07/T07001, July 2007, ISSN: 1748-0221.

National journals:

  1. Barjaktarović M., Tomić M., Petričević S., Mihailović P.: “Vision System for Measuring Wagon Buffers’ Lateral Movements”, Serbian journal of electrical engineering, vol. 10, no. 1, pp. 23-30, 2013, ISSN: 1451-4869.
  2. Barjaktarović M.: “Performanse detektora ivica baziranog na množenju wavelet koeficijenata”, Telekomunikacije, no. 8, str. 54-62, 2011, ISSN: 1820-7782.

Conference proceedings:

  1. Šarić Z., Subotić M., Bilibajkić R., Jovičić S., Barjaktarović M., Modeling of the KSAFA speech therapy device transfer function using gamma-tone filter bank, Proceedings of Conference Speech and Language, VI International Conference on Fundamental and Applied Aspects of Speech and Language, pp. 168-174, Belgrade, Serbia, October 2017, ISBN: 978-86-89431-24-7.
  2. Jović A., Janićijević Ž., Janković M. M., Janković N. Z., Barjaktarović M., Čantrak Đ. S., Gađanski I., Simulating fluid flow in “Shrinky Dink” microfluidic chips — Potential for combination with low-cost DIY microPIV, 2017 IEEE East-West Design & Test Symposium (EWDTS), vol. 00, no. , pp. 1-5, doi:10.1109/EWDTS.2017.8110052, Novi Sad, Serbia, September 2017.
  3. Simeunović J. P., Gađanski I., Janićijević Ž., Janković M.?., Barjaktarović M., Janković N.Z., Čantrak Đ.S., Microfluidic Chip Fabrication for Application in Low-Cost DIY MicroPIV, NEWTECH 2017: Proceedings of 5th International Conference on Advanced Manufacturing Engineering and Technologies, Lecture Notes in Mechanical Engineering, pp. 451 - 459, doi.org/10.1007/978-3-319-56430-2_34, Springer International Publishing, Belgrade, Serbia, 2017, ISBN: 978-3-319-56429-6.
  4. Petričević S., Brindić B., Tomić M., Mihailović P., Barjaktarović M., Tomić Lj., Praćenje karakteristika mikrokanalne ploče u sistemu pojačavača slike, Zbornik radova 61. konferencije Društva za elektroniku, telekomunikacije, računarstvo, automatiku i nuklearnu tehniku (ETRAN), pp. MO2.2.1-4, Kladovo, Srbija, Jun 2017, ISBN 978-86-7466-692-0.
  5. Barjaktarović M., Petričević S., N Janković, Mihailović P., Pristupačno rešenje merenje visina objekata u cilju njihove inspekcije u toku proizvodnje, Zbornik radova 61. konferencije ETRAN, pp. ML1.10.1-4, Kladovo, Srbija, Jun 2017, ISBN 978-86-7466-692-0.
  6. Janković N., Barjaktarović M., Janković M., Čantrak Đ., First steps in new affordable PIV measurements, Proc of the 24th Telecommunications forum TELFOR 2016, pp. 1-4, doi.10.1109/TELFOR.2016.7818896, IEEE, Belgrade, Serbia, 2016.
  7. Barjaktarović M., Petričević S., Mihailović P., Ilić P., Camera and Lightning synchronization for Cardboard Web Inspection System, 8th Photonics Workshop 2015, pp. 30-33, Photonics Center - Institute of Physics at the University of Belgrade, Kopaonik, Serbia, 2015.
  8. Petričević S., Mihailović P., Barjaktarović M., Radunović J., Analog Front End Stage of a Fiber Optic Magnetic Field Point Scanner, 29th International conference on microelectronics (MIEL), pp. 191-193, doi.10.1109/MIEL.2014.6842118, IEEE, Belgrade, Serbia, 2014.
  9. Petričević S., Mihailović P., Barjaktarović M., Radunović J., High input impedance ADC driver with error compensation, 29th International conference on microelectronics (MIEL), pp. 463-465, doi.10.1109/MIEL.2014.6842191, IEEE, Belgrade, Serbia 2014.
  10. Radunović V., Barjaktarović M.: “Primena i bezbednosni rizici Cloud rešenja u eZdravlju”, Zbornik radova konferencije Sinteza 2014 - Uticaj Interneta na poslovanje u Srbiji i svetu, str. 661-667, Beograd, Srbija, 2014.
  11. Barjaktarović M., Tomić M., Petričević S., Mihailović P.: “Merenje horizontalnog i vertikalnog pošetaja vagona beskontaktnom optičkom metodom“, Zbornik radova 56. konferencije Društva za elektroniku, telekomunikacije, računarstvo, automatiku i nuklearnu tehniku (ETRAN), Zlatibor, Srbija, 2012.
  12. Barjaktarović M., Mijić M.: “Mogućnosti modelovanja propagacije akustičkih signala za potrebe zvukometrije“, Zbornik radova III Naučno-stručnog skupa iz odbrambenih tehnologija, Beograd, Srbija, 2009.
  13. Petričević S., Stojković Z., Mihailović P., Radunović J., Barjaktarović M.: “Fiber optički senzor impulsnih strujnih oblika na bazi Faradejevog efekta“, Zbornik radova 51 konferencije Društva za elektroniku, telekomunikacije, računarstvo, automatiku i nuklearnu tehniku (ETRAN), Herceg-Novi, Crna Gora, 2007.
  14. Barjaktarović M., Petričević S., Radunović J.: “Optimizovan algoritam za detekciju defekata na kartonu obradom slike u procesu proizvodnje“, Zbornik radova 51 konferencije Društva za elektroniku, telekomunikacije, računarstvo, automatiku i nuklearnu tehniku (ETRAN), Herceg-Novi, Crna Gora, 2007.
  15. Barjaktarović M., Petričević S., Rašeta B., Radunović J., Krgović M.: “Optoelektronski sistem za detekciju defekata na kartonu u toku proizvodnog procesa“, Zbornik radova 12. Međunarodnog simpozijuma iz oblasti celuloze, papira, ambalaže i grafike, str. 96-101, Zlatibor, Srbija, 2006.
  16. Barjaktarović M., Petričević S., Rašeta B., Radunović J.: “ Optoelektronski sistem za procenu kvaliteta kartona u toku proizvodnog procesa“, Zbornik radova 49. konferencije Društva za elektroniku, telekomunikacije, računarstvo, automatiku i nuklearnu tehniku (ETRAN), Budva, Srbija i Crna Gora, 2005.
  17. Stanković S., Barjaktarović M.: “Procena temperature zlatne membrane pomoću infracrvene kamere Wöhler IK-21“, Zbornik radova 47. konferencije Društva za elektroniku, telekomunikacije, računarstvo, automatiku i nuklearnu tehniku (ETRAN), tom 3, str. 383-386, Budva, Srbija i Crna Gora, 2003.