() Monographic study/chapter in M11 or research in the thematic collection of the leading international importance
Brkljač B., Janev M.: "Chapter 3: Applications of information geometry driven deep learning", in “Pattern Recognition and Computer Vision in the New AI Era” (Part 2. Emerging Deep Learning and AI Applications), Edited by Chi-Hau Chen, World Scientific Publishing, planned publication date: September 2025, Singapur, World Scientific Publishing, 2025, str. 1-25, ISBN -
() Researches published in the journals of the international importance
Krstanović L., Popović B., Janev M., Brkljač B.: Feature map regularized CycleGAN for domain transfer, Mathematics, 2023, Vol. 11, No. 2: 372, str. 1-21, ISSN 2227-7390, DOI: 10.3390/math11020372
() Research published in the top international journal
Kalušev 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, str. 1-21, ISSN 2075-1680, DOI: 10.3390/axioms12060535
() Research published in the top international journal
Radosavljević 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, str. 1-33, ISSN 2072-4292, DOI: 10.3390/rs12101590
() Research published in the top international journal
Brkljač 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, str. 956-973, ISSN 0924-669X, DOI: 10.1007/s10489-014-0581-6
() Research published in the prominent international journal
Crnojević 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, str. 1-18, ISSN 1931-3195, DOI: 10.1117/1.JRS.8.083512
() Research published in the prominent international journal
Krstanović L., Popović B., Janev M., Brkljač B.: Bootstrapped SSL CycleGAN for asymmetric domain transfer, Applied Sciences, 2022, Vol. 12, No. 7: 3411, str. 1-17, ISSN 2076-3417, DOI: 10.3390/app12073411
() Research published in the prominent international journal
Crnojević 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, str. 1-12, ISSN 1024-123X, DOI: 10.1155/2014/986271
() Research published in the prominent international journal
Arok M., Brkljač B., Lugonja P., Ivošević B., Vukotić M., Nikolić Lugonja T.: High resolution descriptors for UAV mapping in biodiversity conservation – A case study of sandy steppe habitat renewal, PLOS ONE, 2024, Vol. 18, str. 1-39, ISSN 1932-6203, DOI: 10.1371/journal.pone.0315399
() Research published in the prominent international journal
Brestovački L., Golubović M., Bajić J., Joža A., Brkljač B., Rajs V.:A low-cost Raspberry Pi based imaging system for analysis of fiber specklegram sensors, Optical and Quantum Electronics, 2024, Vol. 56, No. 1261, str. 1-13, ISSN 0306-8919, DOI: 10.1007/s11082-024-06857-y
() Invited lectures from the international meeting printed in its entirety
Brkljač 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, str. 361-368, ISBN 978-1-5386-7170-2
() Invited lectures from the international meeting printed in extracts
Brkljač B.: Image compression in Earth observations – an application oriented insight from the lossy perspective, Publ. Obs. Astron. Belgrade, 2020, Vol. 2021, No. 101, str. 69-70, predavanje po pozivu, 1. South East Europe Space Conference - SEE UNIVERSE, Beograd: Serbian Office for Space Sciences, Research and Development (https://www.serbspace.rs/seeuniverse2020), Publications of the Astronomical Observatory of Belgrade, ISSN: 0373-3742, 30. sept-02. oktobar, 2020, str. 69-70, ISBN 978-86-80019-99-4
() Report from the international meeting printed in its entirety
Brkljač B., Brkljač M., Antić B.: Computer vision gateway for real-time on-site analytics in smart cities and peri-urban agriculture, 1. International Scientific and Professional Conference - ALFATECH – Smart cities and modern technologies, Beograd: Faculty of Information Technologies, Alfa BK University, Belgrade, Serbia, 15. mart, 2024, str. 306-318, ISBN 978-86-6461-074-2, UDK: 004.89:71, 711.45:004.7
() Report from the international meeting printed in its entirety
Brkljač B., Antić B., Mitrović Z.: Potential of embedded vision platforms in development of spatial AI enabled CPS, 10. International Conference on Cyber-Physical and Internet of Things (CPS&IOT), Budva: IEEE, 6-10. jun, 2022, str. 84-87, ISBN 978-1-6654-6828-2
() Report from the international meeting printed in its entirety
Filipović 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. septembar, 2021, str. 171-176, ISBN 978-1-6654-2639-8
() Report from the international meeting printed in its entirety
Radosavljević 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, DOI: 10.2760/848593
() Report from the international meeting printed in its entirety
Brkljač N., Simić R., Kovač P., Brkljač B.: FEM in function of PNS - Applied in deriving approximate formula for calculation of theoretical SCF in butt weld joints, 11. International Scientific Conference MMA, Novi Sad: Faculty of Technical Sciences, Department of Production Engineering, 20-21. septembar, 2012, str. 423-426, ISBN 978-86-7892-419-4
() Report from the international meeting printed in its entirety
Brkljač 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, str. 108-115, ISBN 978-989-8425-99-7
() Report from the international meeting printed in extracts
Lugonja P., Nikolić Lugonja T., Pejak B., Brkljač B., Brdar S., Crnojević V.: A decade of crop monitoring through remote sensing: Insights into climate change impacts on crop pratice, case studies Vojvodina from 2013-2023 (Oral Presentation - OR4-01), 9. The International Bioscience Conference and the 9th Joint International PSU-UNS Bioscience Conference 2024, Faculty of Science, Prince of Songkla University, Hat Yai, Songkhla, Tajland, 28-29 oktobar, 2024, str. 56-57
() Report from the international meeting printed in extracts
Brkljač 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, str. 13-14, ISBN 978-86-6022-223-9
() Report from the international meeting printed in extracts
Nikolić 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, European Space Agency, Milano, Italija, 13-17. maj, 2019, str. 273-273
() Report from the international meeting printed in extracts
Brkljač 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 extracts
Lugonja 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 extracts
Brkljač 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
() Report from the international meeting printed in extracts
Lugonja 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 extracts
Brkljač 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 extracts
Lugonja 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 extracts
Brkljač B., Crnojević V., Lugonja P.: Land cover classification based on sparse representation of temporal covariance descriptors, 5. International Conference on Geographic Object-Based Image Analysis - GEOBIA, Solun, Grčka, Aristotle University of Thessaloniki, 21-24. maj, 2014, str. 189-189
() Research published in the scientific journal
Brkljač 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, str. 25-38, ISSN 2241-1224
() Research published in the scientific journal
Brkljač 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, str. 691-694, ISSN 2241-1224
() Report from the meeting of the national importance printed in its entirety
Brkljač 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
() Report from the meeting of the national importance printed in its entirety
Brkljač 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 entirety
Brkljač N., Brkljač B., Zeljković M., Simić R.: Analiza testova zamornog loma detalja konstrukcije kroz poređenje sa računarski određenim naponima, 13. International Symposium INFOTEH-JAHORINA (INFOTEH), Jahorina: Elektrotehniči fakultet, Istočno Sarajevo, 18-20. mart, 2015, str. 402-408, ISBN 978-99955-763-6-3
() Report from the meeting of the national importance printed in its entirety
Crnojević V., Lugonja P., Brkljač B., Brunet B.: Klasifikacija useva korišćenjem satelitskih snimaka različite rezolucije – primer Vojvodine, 10. DOGS, Digitalna obrada govora i slike, Novi Sad: Fakultet tehničkih nauka - Novi Sad; ETF – Beograd, EF-Niš, 5-9. oktobar, 2014, str. 1-8, ISBN 978-86-7892-633-4
() Report from the meeting of the national importance printed in its entirety
Brkljač 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 entirety
Letić D., Brkljač B., Lugonja P., Ćulibrk D., Crnojević V.: Automatizovani video nadzor saobraćaja korišćenjem detekcije i praćenja pokretnih objekata, 8. DOGS, Digitalna obrada govora i slike, Iriški venac, 16-18. decembar, 2010, ISBN 978-86-7892-311
() Defended Doctoral dissertation
Brkljač 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 instrument
Brkljač 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 instrument
Lugonja 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 instrument
Lugonja 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 instrument
Lugonja 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 instrument
Panić 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 instrument
Anderla 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 course
Željen 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 course
Nosek 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
