Milorad Paskaš, PhD
- Title: professor of applied studies
- E-mail:
Education
Defended his PhD thesis entitled “Segmentation of Images based on Multifractal Spectra Analysis” at the School of Electrical Engineering, University of Belgrade, mentored by Professor Irini Reljin, PhD.
Graduated from the School of Electrical Engineering, University of Belgrade.
Work Experience
2018 – today: ICT College of Vocational Studies, i.e. Department School of Information and Communication Technologies, Academy of Technical and Art Applied Studies Belgrade.
2017 – 2018: Research Associate at the Innovation Center of the School of Electrical Engineering, University of Belgrade.
2009 – 2017: Research Assistant at the Innovation Center of the School of Electrical Engineering, University of Belgrade.
Professional Development and Affiliations
- High Dynamic Range Imaging (HDRi) Training School, Rennes, France (2012).
- Multilingual and Multifaceted Interactive Information Access (MUMIA) Training School, Olympiada, Greece (2012).
- IEEE International Measurement University (IMU), Trento, Italy (2011).
- Professional affiliations: Member of the Telecommunications Society (TS); Member of the Group for Image Processing, Telemedicine and Multimedia (IPTM); Member of the organizing committee of the international conference NEUREL.
- Reviewer for scientific journals (IET Image Processing; Journal of Mathematical Imaging and Vision - JMIV; Journal of Circuits, Systems, and Computers - JCSC; Physics Letters A; Complexity; Biocybernetics and Biomedical Engineering; Computers in Biology and Medicine; TELFOR Journal; International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems; Chaos, Solitons and Fractals; Advances in Artificial Neural Systems) and of international conference papers (TELFOR, NEUREL, IcETRAN).
Papers in international journals with impact factor:
- M. P. Paskaš, I. S. Reljin, B. D. Reljin, "Novel fractional-order difference schemes reducible to standard integer-order formulas," IEEE Signal Processing Letters, vol. 24, no. 6, pp. 912-916, June 2017. DOI: 10.1109/LSP.2017.2699285 (IF:2,813) M21
- M. P. Paskaš, B. D. Reljin, I. S. Reljin, “Revision of multifractal descriptors for texture classification based on mathematical morphology”, Pattern Recognition Letters, vol. 83, pp. 75-84, Nov 2016, DOI: 10.1016/j.patrec.2016.01.020 (IF:1,995) M22
- M. P. Paskaš, I. Reljin, B. Reljin,”Multifractal framework based on blanket method“, The Scientific World Journal, vol. 2014, pp. 1-12, Jan 2014. DOI: 10.1155/2014/894546 (IF: 1,73) M21
- B. Reljin, M. P. Paskaš, I. Reljin, K. Konstanty, ”Breast cancer evaluation by fluorescent dot detection using combined mathematical morphology and multifractal techniques”, Diagnostic Pathology, vol. 6 (S1): S21, pp. 1-6, 2011. DOI: 10.1186/1746-1596-6-S1-S21 (IF: 1,39) M23
Papers in international journals:
- M. P. Paskaš, B. D. Reljin, I. S. Reljin: “Analysis of Fractional Difference Schemes with Application to Radiographic Images,” TELFOR Journal, Vol. 10, No. 1, pp. 62-67, 2018.
- A. Gavrovska, M. P. Paskaš, V. Kovačević, I. Reljin,”Renal DMSA Scan Morphology Analysis using Undecimated Wavelet Transform and Isocontours”, International Journal of Reasoning-based Intelligent Systems, Vol. 5, No. 1, 2013.
- A. M. Gavrovska, M. P. Paskaš, I. S. Reljin, “Wavelet denoising within the lifting scheme framework,” TELFOR Journal, Vol. 4, No. 2, pp. 101–106, 2012.
- M. P. Paskaš, A. Gavrovska, D. Jevtić, M. Slavković, D. Dujković, I. Reljin, B. Reljin, “Echocardiogram segmentation using active contours with preprocessing step”, MD Medical Review, Vol. 3, No. 2, pp. 205-207, 2011.
- A. Gavrovska, M. P. Paskaš, I. Reljin, D. Jevtić, D. Dujković, B. Reljin,”Review of Selected Techniques for Cariosignal Analysis”, MD Medical Review, Supplement, Selected papers, Vol. 2, No. 4, pp. 341-347, 2011.
- A. M. Gavrovska, M. P. Paskaš, I. S. Reljin, “Determination of morphologically characteristic PCG segments from spectrogram image,” TELFOR Journal, Vol. 2, No. 2, pp. 74–77, 2010.
- M. P. Paskaš,“ Two Approaches for Log-Compression Parameter Estimation: Comparative Study“, Serbian Journal of Electrical Engineering,Vol.6, No.3, pp. 419-425, 2009./li>
Invited Conference Papers:
- M. M. Janković, M. P. Paskaš, A. K. Marković, "Quantitative approaches for parametric nuclear medicine imaging," Proceedings of 3rd International Conference on Electrical, Electronic and Computing Engineering - IcETRAN, pp. MEI1.1.1-9, Zlatibor, 2016.
- M. P. Paskaš, B. D. Reljin, I. S. Reljin, "Multifractal techniques for texture classification and image filtering," 2015 23rd Telecommunications Forum (TELFOR), pp. 791-798, Beograd, 2015.
- M. P. Paskaš, I. Reljin, “Application of Multifractal Analysis for Image Calssification and Denoising”, 32. POSTEL Konferencija, Beograd, Srbija, 2014.
Papers from international conferences:
- D. Dujković, S. Dedić Nešić, L. Grubišić, M. Paskaš, I. Reljin, “A Novel 76.8375 MHz Crystal Filter Based on Third Overtone Crystal Units,” Proceedings of 28^{th} Telecommunications Forum (TELFOR), 2020, pp. 1–4.
- M. P. Paskaš, B. Reljin, I. Reljin, “Assessment of fractional derivative schemes for enhancement of chest radiographs,” in 2017 25th Telecommunication Forum (TELFOR), 2017, pp. 1–4.
- M. Slavković-Ilić, M. P. Paskaš, M. Milivojević, B. Reljin, “Graphical interface for analyzing HER2 fluorescent in situ Hybridization images,” in Proceedings of 4th International Conference on Electrical, Electronic and Computing Engineering IcETRAN 2017, 2017, p. EKI2.41-5.
- M. P. Paskaš, M. Slavković-Ilić, B. Reljin, “Evaluation of morphological multifractal models for texture classification,” in 2016 13th Symposium on Neural Networks and Applications, NEUREL 2016, 2016, pp. 1–4.
- M. Slavković-Ilić, M. P. Paskaš, B. Reljin, “Nuclei segmentation from contrast enhanced FISH images,” in 2016 13th Symposium on Neural Networks and Applications, NEUREL 2016, 2016, pp. 141–145.
- M. Janković, M. P. Paskaš, A. Koljević-Marković, “Fractal dimension of time-activity curves in dynamic parathyroid scintigraphy,” in 2015 23rd Telecommunications Forum, TELFOR 2015, 2016, pp. 480–483.
- M. Janković, M. P. Paskaš, A. Koljević-Marković, “Fractal dimension of time-activity curves in dynamic parathyroid scintigraphy,” in 2015 23rd Telecommunications Forum, TELFOR 2015, 2016, pp. 480–483.
- M. P. Paskaš, M. Hrašovec, A. Gavrovska, I. Reljin, “Denoising of mammographic images using fractal features,” in Proceedings of 3rd IcETRAN Conference, 2016, p. EKI2.1-4.
- M. P. Paskaš, M. Slavković-Ilić, I. Reljin, “Application of Multifractal Model for Image Denoising,” in Proceedings of 2nd International Conference on Electrical, Electronic and Computing Engineering IcETRAN 2015, 2015, p. EKI2.2.1-4.
- M. Slavković-Ilić, M. P. Paskaš, B. Reljin, D. Jevtić, “Face Recognition using Gabor Filters and (2D)2PCA,” in Proceedings of 2nd International Conference on Electrical, Electronic and Computing Engineering IcETRAN 2015, 2015, p. EKI2.3.1-4.
- M. P. Paskaš, A. M. Gavrovska, D. M. Dujković, B. D. Reljin, “Adaptive Fractal Filtering of Echocardiograms,” in Proceedings of 12th Symposium on Neural Network Applications in Electrical Engineering (NEUREL), 2014, pp. 25–28.
- A. M. Gavrovska, M. P. Paskaš, I. S. Reljin, B. D. Reljin, “On Variance Based Methods in Computer-Aided Phonocardiography,” in Proceedings of 12th Symposium on Neural Network Applications in Electrical Engineering (NEUREL), 2014, pp. 9–12.
- D. Dujković, S. Dedić-Nešić, L. Grubišić, M. P. Paskaš, I. Reljin, “Matched crystal filters,” in 2014 22nd Telecommunications Forum Telfor (TELFOR), 2014, pp. 481–484.
- M. P. Paskaš, A. Gavrovska, N. Reljin, “Identification of fundamental heart sounds from PCG using blanket fractal dimension,” in 2014 8th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO), 2014, pp. 123–124.
- I. Reljin, A. Gavrovska, M. P. Paskaš, “Review of some new methods for analyzing vital heart signals,” in 2014 8th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO), 2014, pp. 47–48.
- M. P. Paskaš, B. Reljin, I. Reljin, D. Dujković, “Edge preserved low-pass filtering controlled by local dimension,” in Proceedings of 20th International Conference on Systems, Signals and Image Processing (IWSSIP), 2013, pp. 87–90.
- D. M. Dujković, L. Grubišić, S. D. Nešić, M. P. Paskaš, I. Reljin, “Potiskivanje neželjenih rezonancija na kristalnim jedinkama petog overtona,” in 2013 21st Telecommunications Forum Telfor (TELFOR), 2013, pp. 518–521.
- M. P. Paskaš, M. Lutovac, D. Dujković, I. Reljin, B. Reljin, “Computer Model for Analysis and Re-design of Crystal Filters,” in Proceedings of Small Systems Simulation Symposium, 2012, pp. 106–110.
- A. M. Gavrovska, M. S. Slavković, M. P. Paskaš, D. M. Dujković, I. S. Reljin, “Joint time-frequency analysis of phonocardiograms,” in 11th Symposium on Neural Network Applications in Electrical Engineering, 2012, pp.
- 177–180.
- M. P. Paskaš, A. M. Gavrovska, M. S. Milivojević, B. D. Reljin, “Image analysis using modified multifractal measure based on sigmoid function,” in 11th Symposium on Neural Network Applications in Electrical Engineering, 2012, pp. 193–196.
- M. Slavković, A. Gavrovska, M. P. Paskaš, S. Dedić-Nešić, B. Reljin, “Computer analysis of a crystal filter with four crystal units,” in 2012 20th Telecommunications Forum (TELFOR), 2012, pp. 760–763.
- D. Jevtić, M. P. Paskaš, “Application of Katz algorithm for fractal dimension in analysis of room impulse response,” in Proceedings of 19thTelecommunications Forum (TELFOR), 2011, pp. 1063–1066.
- A. Gavrovska, M. P. Paskaš, V. Kovačević, I. Reljin, “Renal DMSA scan morphology analysis using undecimated wavelet transform and isocontours,” in Proceedings of 10th International Conference on Telecommunication in Modern Satellite Cable and Broadcasting Services (TELSIKS), 2011, vol. 1, pp. 333–336.
- M. P. Paskaš, A. Gavrovska, D. Jevtić, M. Slavković, B. Reljin, “Edge examination using Hölder exponent and image statistics,” in Proceedings of 10th International Conference on Telecommunication in Modern Satellite Cable and Broadcasting Services (TELSIKS), 2011, vol. 1, pp. 329–332.
- M. S. Slavković, M. P. Paskaš, D. R. Jevtić, B. D. Reljin, N. B. Reljin, “Automatizovani algoritam za obradu FISH slika,” in Proceedings of 19thTelecommunications Forum (TELFOR), 2011, pp. 623–626.
- A. M. Gavrovska, M. P. Paskaš, I. S. Reljin, “An example of wavelet denoising using lazy transform and the lifting scheme,” in Proceedings of 19thTelecommunications Forum (TELFOR), 2011, pp. 615–618.
- A. M. Gavrovska, M. P. Paskaš, D. M. Dujković, I. S. Reljin, “Whole fundamental heart sound ANN-based detection using simple features,” in Proceedings of 18thTelecommunications Forum (TELFOR), 2010, pp. 571–574.
- P. S. Molcer, M. P. Paskaš, V. Delić, B. Reljin, “Implementation of cellular neural networks in image preprocessing for left ventricular filling velocity evaluation,” in IEEE 8th International Symposium on Intelligent Systems and Informatics, 2010, pp. 569–573.
- V. B. Kovačević, A. M. Gavrovska, M. P. Paskaš, “High-speed implementation of Hamming neural network,” in 10th Symposium on Neural Network Applications in Electrical Engineering, 2010, pp. 167–170.
- A. M. Gavrovska, M. P. Paskaš, D. Dujković, I. S. Reljin, “Region-based phonocardiogram event segmentation in spectrogram image,” in 10th Symposium on Neural Network Applications in Electrical Engineering, 2010, pp. 69–72.
- B. Reljin, M. P. Paskaš, I. Reljin, K. Konstanty, “Fluorescent dot detection by using combined mathematical morphology and multifractal techniques,” in 10th European Congress on Telepathology and 4th International Congress on Virtual Microscopy, 2010, pp. 1–10.
Papers in national journals:
- L. Grubišić, S. Dedić-Nešić, D. Dujković, B. Reljin, M. Slavković-Ilić, M. P. Paskaš, “Struktura tankih metalnih filmova kristalnih jedinki SC reza,” 58. konferencija ETRAN, 2014, p. EK1.2.1-5.
- M. P. Paskaš, M. Slavković-Ilić, A. Gavrovska, M. Milivojević, D. Jevtić, D. Dujković, I. Reljin, “An Example of Computer Modeling of Matched Crystal Filters,” Proceedings of 1st IcETRAN Conference, 2014, p. EKI2.1.1-4.
- M. Milivojević, A. Gavrovska, M. P. Paskaš, “Korisnički grafički interfejs za analizu fonokardiograma,” 57. konferencija ETRAN, 2013, p. EK2.5.1-5.
- M. Slavković, N. Reljin, M. P. Paskaš, A. Gavrovska, “E-Karton klinike za oftalmologiju,” 56. konferencija ETRAN, 2012, p. EK3.5-1-4.
- M. P. Paskaš, D. Dujković, I. Reljin, S. Dedić-Nedić, and L. Grubišić, “Primer modelovanja i analize kristalnih filtara,” 57. konferencija ETRAN, 2012, p. EK3.1-1-4.
- M. P. Paskaš, A. Gavrovska, M. Slavković, B. Reljin, “Segmentacija ehokardiograma pomoću aktivnih kontura,” 55. Konferencija ETRAN, 2011, p. EK1.2-1-4.
- D. Jevtić, M. P. Paskaš, B. Reljin, M. Avramov-Ivić, G. Plavec, S. Petrović, “Statistička analiza UV/VIS spektara pleuralnih izliva dobijenih UV-vis dijagnostičkom metodom,” 55. Konferencija ETRAN, 2011, p. EK1.3-1-4.
- A. Gavrovska, M. P. Paskaš, “Pregled osnovnih metoda za inicijalno izdvajanje relevantnih komponenti pri detekciji markera,” 54. konferencija ETRAN, 2010, p. EK1.2-1-4.
- A. Gavrovska, M. P. Paskaš, I. Reljin, “Direktna primena slike skalograma u određivanju morfološki karakterističnih PCG segmenata,” Naučno-stručni simpozijum INFOTEH, 2010, pp. E1-14-1–4.
- M. P. Paskaš, A. Gavrovska, B. Reljin, M. Domijan, “Obrada ultrazvučne slike pomoću celularnih neuralnih mreža,” 54. konferencija ETRAN, 2010, p. EK1.1-1-4.
- M. P. Paskaš, A. Gavrovska, D. Dujković, B. Reljin, “Detekcija markera u okruženju proširene stvarnosti,” 16. Konferencija YU INFO, 2010, pp. 1–4.
- M. P. Paskaš, A. Gavrovska, B. Reljin, “Primer algoritma za detekciju i prepoznavanje markera proširene stvarnosti,” in Naučno-stručni simpozijum INFOTEH, 2010, pp. 101–104.
- M. P. Paskaš, D. Jevtić, D. Dujković, “Synchronization of ECG and ultrasound video signals,” Proceedings of YUINFO Conference, 2009.
- D. Jevtić, D. Dujković, S. Dedić-Nedić, M. P. Paskaš, I. Reljin, “Application of crystal units in digital TV (in Serbian),” Proceedings of YUINFO Conference, 2009.
- M. P. Paskaš, A. M. Gavrovska, B. D. Reljin, “Uticaj broja iteracija SRAD filtra na kvalitet rekonstruisane ultrazvučne slike,” Proceedings of 7th Telecommunications Forum (Telfor), 2009, pp. 644–647.
- A. M. Gavrovska, M. P. Paskaš, I. S. Reljin, “Determination of morphologically characteristic PCG segments from spectrogram image (in Serbian),” Proceedings of 17thTelecommunications Forum (TELFOR), 2009, pp. 656–659.
- M. P. Paskaš, “Two approaches for log-compression parameter estimation comparison,” Proceedings of 53rd ETRAN Conference, 2009, p. EK2.1-3.
Projects:
- 2011 – 2018: Development of Embedded Systems with Connected Services and Digital Technology (III44009), Project funded by Serbian Ministry of Education, Science and Technological Development.
- 2011 – 2018: Dvelopmente of High-Quality Devices for Special Applications Based on Crystal Units of New Technologies (TR32048), Project funded by Serbian Ministry of Education, Science and Technological Development.
- 2009 – 2010: Project for wheelchair navigation, Intelli-Chair, PF Foundation, Hong Kong.
- 2008 – 2010: Project for analysis of heart signals, EMRC – European Medical Research Centre Ltd.