Assoc. Prof. Branko Brkljač


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Branko Brkljač

Associate Professor


Telephone021/485-4501
E-mail
Academic titleAssociate Professor

https://brkljac.github.io/

Associate Professor
15.03.2023.
PositionFromToOrganizational unit
Assistant Professor15.03.2018.14.03.2023.Chair of Telecommunications and Signal Processing
Assistant - Master01.01.2016.Chair of Telecommunications and Signal Processing
Research Associate27.02.2015.01.12.2015.Department of Power, Electronic and Telecommunication Engineering
Research Associate22.02.2012.01.02.2015.Department of Power, Electronic and Telecommunication Engineering
Intern Researcher01.01.2011.01.02.2012.Department of Power, Electronic and Telecommunication Engineering
Professional Associate on Project01.11.2010.01.12.2010.Department of Power, Electronic and Telecommunication Engineering
TitleIn institution
Simulacije prenosa OFDM signala

Bachelor's thesis

Electrical and Computer Engineering

Faculty of Technical Sciences

2009

Prepoznavanje oblika sa retkom reprezentacijom kovarijansnih matrica i kovarijansnim deskriptorima

PhD thesis

Electrical and Computer Engineering

Faculty of Technical Sciences

2017

Detekcija ljudi na slikama primenom LBP-HOG obeležja i SVM klasifikatora

Master's thesis

Electrical and Computer Engineering

Faculty of Technical Sciences

2010

Criterium of productionDescription
() Researches published in the journals of the international importanceKrstanović L., Popović B., Janev M., Brkljač B.: Feature Map Regularized CycleGAN for Domain Transfer, Mathematics, 2023, Vol. 11, No. 2: 372, pp. 1-21, ISSN 2227-7390
() Research published in the top international journalRadosavljević M., Brkljač B., Lugonja P., Crnojević V., Trpovski Ž., Xiong Z., Vukobratović D.: Lossy compression of multispectral satellite images with application to crop thematic mapping: a HEVC comparative study, Remote Sensing, 2020, Vol. 12, No 10, pp. 1-33, ISSN 2072-4292
() Research published in the top international journalBrkljač B., Janev M., Obradović R., Rapaić D., Ralević N., Crnojević V.: Sparse representation of precision matrices used in GMMs, Applied Intelligence, 2014, Vol. 41, No 3, pp. 956-973, ISSN 0924-669X
() Research published in the prominent international journalKrstanović L., Popović B., Janev M., Brkljač B.: Bootstrapped SSL CycleGAN for asymmetric domain transfer, Applied Sciences, 2022, Vol. 12, No. 7: 3411, pp. 1-17, ISSN 2076-3417
() Research published in the prominent international journalCrnojević V., Lugonja P., Brkljač B., Brunet B.: Classification of small agricultural fields using combined Landsat-8 and RapidEye imagery: case study of northern Serbia, Journal of Applied Remote Sensing, 2014, Vol. 8, No 1:083512, pp. 1-18, ISSN 1931-3195
() Research published in the prominent international journalCrnojević V., Panić M., Brkljač B., Ćulibrk D., Ačanski J., Vujić A.: Image processing method for automatic discrimination of hoverfly species, Mathematical Problems in Engineering, 2014, Vol. 2014, No 1:986271, pp. 1-12, ISSN 1024-123X
() Research published in the prominent international journalKalušev V., Popović B., Janev M., Brkljač B., Ralević N.: Measure of Similarity between GMMs Based on Autoencoder-Generated Gaussian Component Representations, Axioms, 2023, Vol. 12, No. 6: 535, pp. 1-21, ISSN 2075-1680
() Invited lectures from the international meeting printed in its entiretyBrkljač B., Trpovski Ž.: On the role of ML estimation and Bregman divergences in sparse representation of covariance and precision matrices, 26. International Telecommunications Forum, TELFOR 2018, Telecommunications Society Serbia, ETF Beograd, IEEE, Beograd, 20-21. novembar, 2018, pp. 361-368, ISBN 978-1-5386-7170-2
() Invited lectures from the international meeting printed in extractsBrkljač B.: Image compression in Earth observations – an application oriented insight from the lossy perspective, 1. South East Europe Space Conference - SEE UNIVERSE, Serbian office for space sciences, research and development, Publ. Astron. Obs. Belgrade No. 101 (2021), ISSN 0373-3742(https://www.seeuniverse2020.rs/agenda), Beograd, 30 Sept.-02. Okt., 2020, str. 69-70, ISBN 978-86-80019-99-4
() Report from the international meeting printed in its entiretyFilipović V., Panić M., Brdar S., Brkljač B.: Significance of morphological features in rice variety classification using hyperspectral imaging, 12. International Symposium on Image and Signal Processing and Analysis (ISPA 2021), Zagreb: IEEE, 13-15 September, 2021, pp. 171-176, ISBN 978-1-6654-2639-8
() Report from the international meeting printed in its entiretyBrkljač B., Panić M., Ćulibrk D., Crnojević V., Ačanski J., Vujić A.: Аutomatic hoverfly species discrimination, 1. International Conference on Pattern Recognition Applications and Methods (ICPRAM), Algarve: SciTePress, in cooperation with PASCAL 2 (Pattern Analysis, Statistical Modelling and Computational Learning) and AAAI (Association for the Advancement of Artificial Intelligence) , 6-8. februar, 2012, pp. 108-115, ISBN 978-989-8425-99-7
() Report from the international meeting printed in its entiretyRadosavljević M., Adamović M., Brkljač B., Trpovski Ž., Xiong Z., Vukobratović D.: Satellite image compression based on high efficiency video coding standard - An experimental comparison with JPEG 2000, 4. Conference on Big Data From Space - BiDS'19, Publications оffice of the European Union (European Space Agency, SatCen, Joint Research Centre, DLR), Minhen, Nemačka, 19-21. februar, 2019, str.257-260, ISBN 978-92-76-00034-1
() Report from the international meeting printed in extractsLugonja P., Marko O., Panić M., Brkljač B., Brdar S., Crnojević V.: Sentinel-2 and Landsat-8 for high-resolution land cover mapping in sustainable agriculture, 8. WorldCover Conference, European Space Agency (ESA), Rim, Italija, 14-16. mart, 2017
() Report from the international meeting printed in extractsLugonja P., Brkljač B., Ćirić V., Benka P., Crnojević V.: Satellite based estimation of the arable topsoil texture at regional scale using Sentinel-2 data, 2. NSoil2017, 2nd International and 14th National Congress of Soil Science Society of Serbia “Solutions and Projections for Sustainable Soil Management”, Faculty of Agriculture Novi Sad, Novi Sad, Srbija, 25-28. septembar, 2017
() Report from the international meeting printed in extractsBrkljač B., Antić B., Mišković D.: A perspective on semantic analysis of urban environments based on image and audio processing, 5. International Acoustics and Audio Engineering Conference - TAKTONS, Novi Sad: Radio Television of Vojvodina and TAKTONS; Faculty of Technical Sciences, University of Novi Sad; Serbian section of the Audio Engineering Society; , 6-9 novembar, 2019, pp. 13-14, ISBN 978-86-6022-223-9
() Report from the international meeting printed in extractsNikolić T., Radišić D., Arok M., Mirč M., Brkljač B., Lugonja P., Brdar S.: Land cover change, population size and body condition of endangered rodent species in agricultural landscape, 6. European Space Agency Living Planet Symposium, Milano: European Space Agency, 13-17 Maj, 2019, pp. 273-273
() Report from the international meeting printed in extractsBrkljač B.: Spectral-temporal features for crop classification using dense, satellite based, multispectral time-series, 5. European Space Agency Living Planet Symposium, Prag, Češka, Univerzita Karlova, 9-12. maj, 2016
() Report from the international meeting printed in extractsLugonja P., Brkljač B., Crnojević V.: Crop classification by using RapidEye and Landsat 8 satellite, 5. International Conference on Geographic Object-Based Image Analysis - GEOBIA, Solun, Grčka, 21-24. maj, 2014, str. 187-187
() Report from the international meeting printed in extractsBrkljač B., Lugonja P., Minić V., Brdar S., Crnojević V.: Data enrichment of Sentinel-2 and Landsat-8 surface-reflectance measurements for agriculture oriented services, 3. Earth Observation Open Science Conference, European Space Agency (ESA), Rim, Italija, 25-28. septembar, 2017
() Report from the international meeting printed in extractsBrkljač B., Lugonja P., Minić V., Panić M., Marko O., Brdar S., Crnojević V.: Availability of satellite based digital surface models – Comparison of ALOS-AW3D and ASTER-GDEM data over Serbia, 8. WorldCover Conference, European Space Agency (ESA), GEO, FAO, and EU, Rim, Italija, 14-16. mart, 2017
() Research published in the scientific journalBrkljač B., Lugonja P., Crnojević V.: Remote sensing toolkits for land management in Serbia, South-Eastern European Journal of Earth Observation and Geomatics, 2015, Vol. 4, No 1S, pp. 25-38, ISSN 2241-1224
() Research published in the scientific journalBrkljač B., Crnojević V., Lugonja P.: Land cover classification based on sparse representation of temporal covariance descriptors, South-Eastern European Journal of Earth Observation and Geomatics, 2014, Vol. 3, No 2S, pp. 691-694, ISSN 2241-1224
() Report from the meeting of the national importance printed in its entiretyBrkljač B., Lugonja P., Trpovski Ž., Crnojević V.: Analiza prostorne i vremenske promenljivosti upadnog ugla sunčevog zračenja na primeru Landsat-8 satelitskih snimaka, 11. DOGS, Digitalna obrada govora i slike, FTN-Novi Sad, ETF - Beograd, EF-Niš, Novi Sad, 22-25. novembar, 2017, str. 81-84, ISBN 978-86-7892-993-9
() Report from the meeting of the national importance printed in its entiretyBrkljač B.: Detekcija ljudi na slikama primenom HOG-LBP obeležja i SVM klasifikatora, nagrađen rad, 18. Telekomunikacioni forum TELFOR, Društvo za telekomunikacije i Akademska misao, Beograd, 23-25. novembar, 2010, str. 1375-1378, ISBN 978-86-7466-392-9
() Report from the meeting of the national importance printed in its entiretyBrkljač B., Nikolić T.: Land surface temperature estimation at the global scale using satellite observations, 2. Congress of Metrologists - Measurement Systems 2018, Faculty of Technical Sciences, University of Novi Sad, 27. novembar, 2018, str. 1-9, ISBN 978-86-6022-122-5
() Defended Doctoral dissertationBrkljač B.: Prepoznavanje oblika sa retkom reprezentacijom kovarijansnih matrica i kovarijansnim deskriptorima, Novi Sad, Univerzitet u Novom Sadu, Fakultet tehničkih nauka, studijski program: Energetika, elektronika i telekomunikacije, 2017, str. 1-281
() Prototype, new methods, software, standardized and certified instrumentBrkljač B., Ćulibrk D., Panić M., Brdar S., Minić V., Letić D., Crnojević V.: Softver za automatsku klasifikaciju letećih insekata na osnovu morfoloških karakteristika krila sa primenom u ispitivanju biodiverziteta ekosistema http://ftn.uns.ac.rs/n4670177/softver-za-automatsku-klasifikaciju-letecih-insekata-na-osnovu-morfoloskih-karakteristika-krila-sa-primenom-u-ispitivanju-biodiverziteta-ekosistema., rađeno za: Prirodno-matematički fakultet u Novom Sadu, korisnik: Prirodno-matematički fakultet u Novom Sadu, 2011
() Prototype, new methods, software, standardized and certified instrumentLugonja P., Brkljač B., Panić M., Brdar S., Letić D., Crnojević V.: Metoda za detekciju vodenih površina na teritorije Autonomne Pokrajine Vojvodine,, 2013
() Prototype, new methods, software, standardized and certified instrumentLugonja P., Crnojević V., Panić M., Letić D., Minić V., Brkljač B.: Metoda za klasifikaciju poljoprivrednih kultura sa satelitskih snimaka na teritorije Autonomne Pokrajine Vojvodine, 2013
() Prototype, new methods, software, standardized and certified instrumentLugonja P., Minić V., Panić M., Brkljač B., Brdar S., Crnojević V.: Metoda za detekciju šumskih područja na teritorije Autonomne Pokrajine Vojvodine, 2013
() Prototype, new methods, software, standardized and certified instrumentPanić M., Maćešić M., Prodanović N., Brkljač B., Letić D., Minić V., Lugonja P., Ćulibrk D., Crnojević V.: Prototip: Vizuelni sistem za udaljeni nadzor saobraćaja, 2011
() Prototype, new methods, software, standardized and certified instrumentAnderla A., Brkljač B., Ćulibrk D., Stefanović D., Krsmanović C., Sladojević S., Panić M., Crnojević V.: Metod za ekstrakciju 3D modela organa iz medicinskih MRI snimaka, 2013
() Basic textbook for the courseŽeljen V. Trpovski, Branko N. Brkljač: Signali i sistemi u telekomunikacijama, Univerzitet u Novom Sadu, Fakultet tehničkih nauka, 2021, str. 1-456, ISBN 978-86-6022-368-7
() Additional textbook for the courseNosek T., Brkljač B., Despotović D., Sečujski M., Lončar-Turukalo T.: Praktikum iz mašinskog učenja, Univerzitet u Novom Sadu, Fakultet tehničkih nauka, Katedra za telekomunikacije i obradu signala, 2020, str. 1-122, ISBN 978-86-499-0245-9
TitleScientific areaHigher education institutionElection date
Associate ProfessorTelecommunications and Signal ProcessingUniversity of Novi Sad15.03.2023.
Assistant ProfessorTelecommunications and Signal ProcessingFaculty of Technical Sciences15.03.2018.
Assistant - MasterTelecommunications and Signal ProcessingFaculty of Technical Sciences01.01.2016.
Research AssociateTelecommunications and Signal ProcessingFaculty of Technical Sciences27.02.2015.
Research AssociateTelecommunications and Signal Processing22.02.2013.