Prezime:	Panić
Ime:	Marko
APVNT broj:	4270
Organizacija:	Istraživačko-razvojni institut BioSens u Novom Sadu

Produkcija - zbirni rezultati
Oznaka	Naziv kriterijuma produkcije	Broj	Poena
		125	461.00
M14	Monografska studija/poglavlje u knjizi M12 ili rad u tematskom zborniku međunarodnog značaja Monografska studija/poglavlje u knjizi M12 ili rad u tematskom zborniku međunarodnog značaja Pandžić M., Tagarakis A., Radonić V., Marko O., Kitić G., Panić M., Ljubičić N., Crnojević V.: Potential of Sentinel-2 Satellite and Novel Proximal Sensor Data Fusion for Agricultural Applications. In: Bochtis, D.D., Lampridi, M., Petropoulos, G.P., Ampatzidis, Y., Pardalos, P. (eds) Information and Communication Technologies for Agriculture—Theme I: Sensors. Springer Optimization and Its Applications, Springer, Cham., 2022, str. 175-198 Ivošević Gruičić B., Kostić M., Ljubičić N., Grbović Ž., Panić M.: A drone view for agriculture, Elsevier, 2023, str. 25-47, ISBN 9780323919401 Ivošević Gruičić B., Kostić M., Ljubičić N., Grbović Ž., Panić M.: Application of unmanned aerial systems to address real-world issues in precision agriculture, Elsevier, 2023, str. 51-69, ISBN 9780323919401	3	9.00
M21	Rad u vodećem međunarodnom časopisu kategorije M21 Rad u vodećem međunarodnom časopisu kategorije M21 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, pp. 1-12, ISSN 1024-123X Marko O., Brdar S., Panić M., Lugonja P., Crnojević V.: Soybean Varieties Portfolio Optimisation based on Yield Prediction, Computers and Electronics in Agriculture, 2016, Vol. 127, pp. 467-474, ISSN 0168-1699 Marko O., Brdar S., Panić M., Šašić I., Despotović D., Knežević M., Crnojević V.: Portfolio optimization for seed selection in diverse weather scenarios, PLOS ONE, 2017, Vol. 12, No. 9, pp. 1-27, ISSN 1932-6203 Šikoparija B., Mimić G., Panić M., Marko O., Radišić P., Pejak-Šikoparija T., Pauling A.: High temporal resolution of airborne Ambrosia pollen measurements above the source reveals emission characteristics, Atmospheric Environment, 2018, Vol. 192, pp. 13-23, ISSN 1352-2310 Kitić G., Tagarakis A., Čeljuska N., Panić M., Birgermajer S., Sakulski D., Matović J.: A new low-cost portable multispectral optical device for precise plant status assessment, Computers and Electronics in Agriculture, 2019, Vol. 162, pp. 300-308, ISSN 0168-1699 Šauliene I., Šukiene L., Daunys G., Valiulis G., Vaitkevičius L., Matavulj P., Brdar S., Panić M., Šikoparija B., Clot B., Crouzy B., Sofiev M.: Automatic pollen recognition with the Rapid-E particle counter: the first-level procedure, experience and next steps, Atmospheric Measurement Techniques, 2019, Vol. 12, No. 6, pp. 3435-3452, ISSN 1867-1381 Mimić G., Brdar S., Brkić M., Panić M., Marko O., Crnojević V.: Engineering Meteorological Features to Select Stress Tolerant Hybrids in Maize, Scientific Reports, 2020, Vol. 10, No. 3421, pp. 1-10, ISSN 2045-2322 Panić M., Jakovetić D., Vukobratović D., Crnojević V., Pižurica A.: MRI Reconstruction Using Markov Random Field and Total Variation as Composite Prior, Sensors, 2020, Vol. 20, No. 11, ISSN 1424-8220 Tešendić D., Boberić Krstićev D., Matavulj P., Brdar S., Panić M., Minić V., Šikoparija B.: RealForAll: Real-time System for Automatic Detection of Airborne Pollen, Enterprise Information Systems, 2020, ISSN 1751-7575 Pejak B., Lugonja P., Antić A., Panić M., Pandžić M., Alexakis E., Mavrepis P., Zhou N., Marko O., Crnojević V.: Soya Yield Prediction on a Within-Field Scale Using Machine Learning Models Trained on Sentinel-2 and Soil Data, Remote Sensing, 2022, Vol. 14, No. 9, ISSN 2072-4292 Kitić G., Krklješ D., Panić M., Peteš Č., Birgermajer S., Crnojević V.: Agrobot Lala—An Autonomous Robotic System for Real-Time, In-Field Soil Sampling, and Analysis of Nitrates, Sensors, 2022, Vol. 22, No. 4207, ISSN 1424-8220 Simović I., Šikoparija B., Panić M., Radulović M., Lugonja P.: Remote Sensing of Poplar Phenophase and Leaf Miner Attack in Urban Forests, Remote Sensing, 2022, Vol. 14, No. 24, ISSN 2072-4292 Kundačina (Podunavac) I., Knežić Avramov T., Đisalov M., Omerović N., Radović M., Janjušević Lj., Stefanović D., Panić M., Gađanski Stanić I., Radonić V.: Mammalian Cell-Growth Monitoring Based on an Impedimetric Sensor and Image Processing within a Microfluidic Platform, Sensors, 2023, Vol. 23, No. 7, ISSN 1424-8220 Brdar S., Panić M., Matavulj P., Mira S., Dragana B., Šikoparija B.: Explainable AI for unveiling deep learning pollen classifcation model based on fusion of scattered light patterns and fuorescence spectroscopy, Scientific Reports, 2023, Vol. 13, No. 3205, ISSN 2045-2322 Jović B., Panić M., Pavlović A., Kordić B., Ćirić V.: Mid-Infrared Variable Selection for Soil Organic Matter Fractions Based on Soil Model Systems and Permutation Importance Algorithm, Applied Spectroscopy, 2023, ISSN 0003-7028 Galešić Divić M., Kvesić Ivanković M., Divić V., Kišević M., Panić M., Lugonja P., Crnojević V., Andričević R.: Estimation of Water Quality Parameters in Oligotrophic Coastal Waters Using Uncrewed-Aerial-Vehicle-Obtained Hyperspectral Data , Journal of Marine Science and Engineering, 2023, Vol. 11, No. 10, pp. 1-24, ISSN 2077-1312 Krklješ D., Kitić G., Petes C., Birgermajer S., Stanojev J., Bajac B., Panić M., Radonić V., Brčeski I., Štravs R., Janković N., Matović J.: Multiparameter Water Quality Monitoring System for Continuous Monitoring of Fresh Waters, IEEE Sensors Journal, 2024, Vol. 24, No. 7, pp. 11246-11260, ISSN 1530-437X Vélez S., Ariza-Sentís M., Panić M., Ivošević Gruičić B., Stefanović D., Kaivosoja J., Valente J.: Speeding up UAV-based crop variability assessment through a data fusion approach using spatial interpolation for site-specific management, Smart Agricultural Technology, 2024, Vol. 8, No. 100488, pp. 1-14, ISSN 2772-3755 Kostić M., Grbović Ž., Waqar R., Ivošević Gruičić B., Panić M., Scarfone A., Tagarakis A.: Corn Plant In-Row Distance Analysis Based on Unmanned Aerial Vehicle Imagery and Row-Unit Dynamics, Applied Sciences, 2024, Vol. 14, No. 22, pp. 1-17, ISSN 2076-3417 Grbović Ž., Panić M., Stefanović D., Brdar S., Crnojević V., Lončar-Turukalo T.: Transfer learning models for wheat ear detection on multi-source dataset, Scientific Reports, 2025, Vol. 15, pp. 1-22, ISSN 2045-2322 Hao J., Bai H., Li X., Panić M., Sun J.: PLV-CSNet: Projected Landweber Variant unfolding network for image compressive sensing reconstruction, Neurocomputing, 2025, Vol. 629, ISSN 0925-2312 Grbović Ž., Panić M., Filipović V., Brdar S., De Villiers H., Mensink ., Chauhan .: An Efficient Encoding Spectral Information in Hyperspectral Images for Transfer Learning of Mask R-CNN for Instance Segmentation of Tomato Sepals, IEEE Access, 2025, ISSN 2169-3536 Grbović Ž., Ivošević Gruičić B., Buđen M., Waqar ., Pajević N., Ljubičić N., Kandić V., Pajić M., Panić M.: Integrating UAV multispectral imaging and proximal sensing for high-precision cereal crop monitoring, PLOS ONE, 2025, ISSN 1932-6203	23	184.00
M21a	Rad u vodećem međunarodnom časopisu kategorije M21a Rad u vodećem međunarodnom časopisu kategorije M21a Panić M., Aelterman J., Pižurica A., Crnojević V.: Sparse recovery in Magnetic Resonance Imaging with a Markov Random Field Prior, IEEE Transactions on Medical Imaging, 2017, Vol. 36, No. 10, pp. 2104-2115, ISSN 0278-0062 Brdar S., Panić M., Hogeveen-van Echtelt E., Mensink M., Grbović Ž., Woltering E., Chauhan A.: Predicting sensitivity of recently harvested tomatoes and tomato sepals to future fungal infections, Scientific Reports, 2021, Vol. 11, pp. 1-17, ISSN 2045-2322 Smith M., Matavulj P., Mimić G., Panić M., Grewling L., Šikoparija B.: Why should we care about high temporal resolution monitoring of bioaerosols in ambient air?, Science of the Total Environment, 2022, Vol. 826, No. 154231, ISSN 0048-9697 Korelidou V., Grbović Ž., Pavlović D., Simović I., Panić M., Temenos A., Gelasakis A.: Clinical Assessment of Dairy Goats' Udder Health Using Infrared Thermography, Animals, 2025, Vol. 15, No. 5, pp. 1-22, ISSN 2076-2615	4	48.00
M21a+	Rad u vodećem međunarodnom časopisu kategorije M21a+ Rad u vodećem međunarodnom časopisu kategorije M21a+ Krklješ D., Kitić G., Panić M., Petes C., Filipović V., Stefanović D., Obrenović N., Lalić M., Marko O.: Agrobot Gari, a multimodal robotic solution for blueberry production automation, Computers and Electronics in Agriculture, 2025, Vol. 237, pp. 1-17, ISSN 0168-1699	1	20.00
M22	Rad u međunarodnom časopisu kategorije M22 Rad u međunarodnom časopisu kategorije M22 Crnojević V., Panić M., Ćulibrk D., Ačanski J., Vujić A.: Image Processing Method for Automatic Discrimination of Hoverfly Species, Mathematical Problems in Engineering, 2014, ISSN 1024-123X, UDK: http://dx.doi.org/10.1155/2014/986271 Šikoparija B., Marko O., Panić M., Jakovetić D., Radišić P.: How to prepare a pollen calendar for forecasting daily pollen concentrations of Ambrosia, Betula and Poaceae, Aerobiologia, 2018, ISSN 0393-5965, UDK: https://doi.org/10.1007/s10453-018-9507-9 Brdar S., Šikoparija B., Mimić G., Matavulj P., Panić M., Simović I.: Short communication: Do we need continuous sampling to capture variability of hourly pollen concentrations?, Aerobiologia, 2019, Vol. 35, pp. 1-5, ISSN 0393-5965 Jović B., Panić M., Knežević N., Mladenović M., Crnojević V., Živojević K.: Investigation of the surface interactions of selected amides with mesoporous silica using FTIR spectroscopy and hyperspectral imaging, Journal of Molecular Structure, 2020, Vol. 1219, ISSN 0022-2860 Matavulj P., Panić M., Šikoparija B., Tešendić D., Radovanović M., Brdar S.: Advanced CNN Architectures for Pollen Classification: Design and Comprehensive Evaluation, Applied Artificial Intelligence, 2023, Vol. 37, No. 1e2157593, ISSN 0883-9514 Bertotto M., AC de Villiers H., Chauhan A., Hogeveen-van Echtelt E., Mensink M., Grbović Ž., Stefanović D., Panić M., Brdar S.: Predicting fungal infection sensitivity of sepals in harvested tomatoes using imaging spectroscopy and partial least squares discriminant analysis, Journal of Near Infrared Spectroscopy, 2024, Vol. 32, No. 6, pp. 192-206, ISSN 0967-0335	6	30.00
M23	Rad u međunarodnom časopisu kategorije M23 Rad u međunarodnom časopisu kategorije M23 Simović I., Lugonja P., Panić M., Pejak B., Džudović A., Raković D.: Remote sensing monitoring of Lonsdalea populi in Serbia, zoning of critical areas and resistance of various poplar clones, SYLWAN (English Edition), 2025, Vol. 4, ISSN 0039-7660	1	3.00
M33	Saopštenje sa međunarodnog skupa štampano u celini Saopštenje sa međunarodnog skupa štampano u celini Macesić M., Jelača V., Nino-Castaneda O., Prodanović N., Panić M., Pižurica A., Crnojević V., Philips W.: Real-time detection of traffic events using smart cameras, 1. Intelligent Robots and Computer Vision: Algorithms and Techniques, Burlingame: IS&T—The Society for Imaging Science and Technology, 22 January, 2012 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 February, 2012, pp. 108-115, ISBN 978-989-8425-99-7 Lugonja P., Panić M., Ćulibrk D., Crnojević V., Minić V.: Klasifikacija poljoprivrednih kultura na multispektralnim satelitskim slikama, 20. Telekomunikacioni forum TELFOR, Beograd: Društvo za telekomunikacije – DT Elektrotehnički fakultet Univerziteta u Beogradu, 20-22 November, 2012, pp. 685-688, ISBN 978-1-4673-2982-8 Sladojević S., Ćulibrk D., Mirković M., Panić M.: Evaluating network performance in mobile multimedia delivery, 3. International Conference on Information Society Technology and Management, Kopaonik, 3-6 March, 2013, pp. 85-90 Panić M., Ćulibrk D., Sladojević S., Crnojević V.: Local Binary Patterns and Neural Networks for No-Reference Image and Video Quality Assesment, 14. Conference on Engineering Applications of Neural Networks, Halkidiki: Springer Berlin Heidelberg, 13-16 September, 2013, pp. 388-395, ISBN 978-3-642-41013-0 Panić M., Aelterman J., Crnojević V., Pizurica A.: Compressed Sensing in MRI with a Markov Random Field prior for spatial clustering of subband coefficients, 24. EUSIPCO, European Signal Processing Conference, Budimpešta: IEEE, 29-2 August, 2016, pp. 562-566, ISBN 978-0-9928-6265-7 Panić M., Vukobratović D., Crnojević V., Pizurica A.: Sparse MRI with a Markov Random Field Prior for the Subband Coefficients, 3. International Travelling Workshop on Iteractions Between Sparse models and Technology (iTWIST), Aalborg, 24-26 August, 2016, pp. 56-58 Panić M., Vukobratović D., Crnojević V., Pižurica A.: Greedy MRI reconstruction using Markov Random Field prior, 1. IEICE Information and Communication Technology Forum (ICTF), Poznan, 4-6 July, 2017, ISBN 978-83-932602-2-5 Ljubičić N., Kostić M., Marko O., Panić M., Brdar S., Lugonja P., Knežević M., Minić V., Ivošević Gruičić B., Jevtić R., Crnojević V.: Estimation of aboveground biomass and grain yield of winter wheat using NDVI measurements, 9. International Scientific Agricultural Symposium "Agrosym 2018", Jahorina: University of East Sarajevo, Faculty of Agriculture, Republic of Srpska, Bosnia, 4-8 October, 2018, pp. 390-397, ISBN 978-99976-718-8-2 , UDK: 631(082) Panić M., Jakovetić D., Crnojević V., Pižurica A.: Image inpainting and demosaicing via total variation and Markov random field‐based modelling, 26. Telekomunikacioni forum TELFOR, Beograd: IEEE, 20-21 November, 2018, ISBN 978-1-5386-7171-9 Grbović Ž., Panić M., Marko O., Brdar S., Crnojević V.: Wheat ear detection in RGB and thermal images using deep neural networks, 15. International Conference on Machine Learning and Data Mining (MLDM), New York: ibai-publishing, 20-25 July, 2019, ISBN 978-3-942952-63-7 Pandžić M., Christos Tagarakis A., Radonić V., Marko O., Kitić G., Panić M., Ljubičić N.: Novel Proximal and Remote Sensing Approaches for Deriving Vegetation Indices: A Case Study Comparing PLANT-O-METER and SENTINEL-2 Data, 12. European Federation for Information Technology in Agriculture, Food and the Environment, Rodos, 27-29 June, 2019, pp. 12-17 Grabić J., Ivošević Gruičić B., Đurić S., Panić M., Birgermajer S., Radonić V.: Remote Sensing Method for Assessment of Phytoplankton in Aquatic Environment, 1. International Conference on Water Sciences – Century Water Management in the Intersection of Sciences, Szarvas, 22 March, 2019, ISBN 978-963-269-808-3 Panić M., Aelterman J., Crnojević V., Pižurica A.: Multi-coil magnetic resonance imaging reconstruction with a Markov random field prior , 33. SPIE Medical Imaging, San Diego, 16-21 February, 2019, pp. 633-642 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), Zagreb: IEEE, 13-15 September, 2021, pp. 171-176, ISBN 978-1-6654-2639-8 Stefanović D., Antić A., Otlokan M., Ivošević Gruičić B., Marko O., Crnojević V., Panić M.: Blueberry Row Detection Based on UAV Images for Inferring the Allowed UGV Path in the Field , 5. Iberian Robotics Conference (ROBOT), Saragosa, 23-25 November, 2022, pp. 401-411 Filipović V., Stefanović D., Pajević N., Grbović Ž., Đurić N., Panić M.: Bush Detection for Vision-based UGV Guidance in Blueberry Orchards: Data Set and Methods, 36. IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Vancouver, 18-22 June, 2023, pp. 3646-3655 Obrenović N., Lalić M., Stefanović D., Panić M., Brdar S., Crnojević V., Marko O.: Optimised Routing of the Blueberry Cultivating Unmanned Ground Vehicle, 17. International Symposium on Operations Research in Slovenia, Bled, 20-22 September, 2023, pp. 27-30, ISBN 978-961-6165-61-7 Waqar R., Grbović Ž., Khan M., Pajević N., Stefanović D., Filipović V., Panić M., Đurić N.: End-to-End Deep Learning Models for Gap Identification in Maize Fields, 1. Computer Vision and Pattern Recognition Conference (CVPR), Seattle, 17-21 June, 2024 Čuljak B., Pajević N., Filipović V., Stefanović D., Grbović Ž., Đurić N., Panić M.: Exploration of Data Augmentation Techniques for Bush Detection in Blueberry Orchards, 1. Computer Vision and Pattern Recognition Conference (CVPR), Seattle, 17-21 June, 2024 Kaivosoja J., Kolehmainen K., Marko O., Ronkainen A., Pajević N., Panić M., Vélez S., Ariza-Sentis M., Valente J., Soininen J.: Connecting Different Drone Operations with the Farm Robotic Management, 1. International conference on FinDrones, Salo, 15-16 February, 2023, pp. 33-41, ISBN 978-3-031-44606-1 Filipović V., Pajević N., Stefanović D., Grbović Ž., Marko O., Crnojević V., Panić M.: Artificial intelligence-driven weed segmentation for the spot-spraying in blueberry orchards, 11. International Conference on Electrical, Electronic and Computing Engineering IcETRAN, Niš, 3-6 June, 2024 Miličić I., Grbović Ž., Buđen M., Stevanović N., Stanković N., Panić M.: Optimal Selection of Locations for Wheat Ear Smartphone Sampling Using UAV Multispectral Data, 32. Telekomunikacioni forum TELFOR, Beograd, 26-27 November, 2024 ***Panić M.: Investigating spectral imaging for predicting tomato sepal sensitivity of recently harvested tomatoes to fungal infections- Nije povezan skup**greska** ***Panić M.: Avocado stem-end rot detection using hyperspectral imaging- Nije povezan skup**greska** Petranović K., Kumar Mishra A., Panić M.: An Information-Theoretic Review of SAR Speckle Filtering Algorithms, 1. 2025 IEEE Radar Conference (RadarConf25), Krakow, 4-10 October, 2025, pp. 105-110, ISBN 979-8-3315-4433-1	26	26.00
M34	Saopštenje sa međunarodnog skupa štampano u izvodu Saopštenje sa međunarodnog skupa štampano u izvodu Marko O., Panić M., Jakovetić D., Radišić P., Šikoparija B.: Predicting Daily airborne Ambrosia Pollen Concentrations in Pannonian Plain using Nonlinear Machine Learning, 6. European Symposium on Aerobiology, Lion, 18-22 July, 2016 Ljubičić N., Jevtić R., Brdar S., Marko O., Panić M., Kostić M., Knežević M., Minić V., Lugonja P., Crnojević V.: Normalized Difference Vegetation Index (NDVI) as a tool for wheat yield traits estimation , Book of Abstracts, 2017, Vol. 132, No. 1, pp. 21-21, 1. COST WG1 / EPPN2020 workshop, COST Action FA1306 - The quest for tolerant varieties - Phenotyping at plant and cellular level, Novi Sad: Institute of Field and Vegetable Crops, Novi Sad, Serbia, 29-30 September, 2017, pp. 21-21, ISBN 978-86-80417-77-6, UDK: 978-86-80417-77-6 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: European Space Agency (ESA), 14-16 March, 2017 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), GEO, FAO, and EU, Rim: European Space Agency (ESA), 14-16 March, 2017 Ljubičić N., Marko O., Maksimović I., Panić M., Putnik-Delić M., Kostić M., Daničić M., Brdar S., Jevtić R., Crnojević V.: Spectral reflectance indices as a phenotyping tool for assessing morpho-physiological traits of winter wheat (Triticum aestivum L.), Book of Abstracts, 2017, No. 1, pp. 17-17, 1. Plant Phenotyping Forum: integrating European plant phenotyping community, Tartu: integrating European plant phenotyping community, 22-24 November, 2017, pp. 17-17 Ljubičić N., Kostić M., Maksimović I., Marko O., Panić M., Lugonja P., Putnik-Delić M., Daničić M., Jevtić R., Crnojević V.: Evaluation of the best performing indices in assessing morphophysiological traits of winter wheat (Triticum aestivum L.), Book of Abstracts, 2018, No. 9, pp. 351-351, 9. International Scientific Agricultural Symposium "Agrosym 2018", Jahorina: University of East Sarajevo, Faculty of Agriculture, Republic of Srpska, Bosnia, 4-8 October, 2018, pp. 351-351, ISBN 978-99976-718-5-1, UDK: 631(048.3)(0.034.2) Grbović Ž., Marko O., Panić M., Brdar S., Crnojević V.: Wheat ear detection in RGB and thermal images using deep neural networks, 3. International Plant and Algal Phenomics Meeting, Prag, 26-29 August, 2018 Ljubičić N., Kostić M., Marko O., Maksimović I., Panić M., Putnik-Delić M., Ivošević Gruičić B., Daničić M., Jevtić R., Crnojević V.: Normalized difference vegetation index and its relationships with morpho-physiological traits of winter wheat (Triticum aestivum L.), 1. COST FA1306 "Plant phenotyping for future climate challenges", Leuven: KU Leuven, 20-21 March, 2018, pp. 67-67 Mimić G., Šikoparija B., Jakovetić D., Panić M.: Modified EMPOL model adapted for Ambrosia pollen emission, 11. International Congress on Aerobiology, Parma: International Association for Aerobiology, 3-7 September, 2018 Stanojev J., Panić M., Matović J.: Method for measurement of aflatoxin concentration in maize, 7. The International Bioscience Conference (IBSC), Krabi, 17-18 September, 2018 Brdar S., Hogeveen E., Panić M., Mensink M., Grbović Ž., El Harchioui N., Chauhan A.: A case study on prediction of sensitivity of tomato sepals to fungal infection using hyperspectral imaging, 12. EFITA-HAICTA-WCCA CONGRESS, Rhodes, 27-29 June, 2019, pp. 42-43 Marko O., Brdar S., Panić M., Ivošević Gruičić B., Kitić G., Krklješ D., Crnojević V.: Optimising Blueberry Production using AI-Driven Aerial and Ground Robots, 2. Robotics and Computer Science World Forum, Amsterdam, 4-6 October, 2021 Grbović Ž., Brkić M., Panić M., Brdar S., Hogeveen-van Echtelt E., Chauhan A.: Semantic Segmentation of Tomato Sepals on Hyperspectral Images Using Deep Learning, 12. EFITA-HAICTA-WCCA CONGRESS, Rhodes, 27-29 June, 2019 Kostić M., Panić M., Pejak B., Crnojević V.: Integration of proximal sensor data with satellite images through signal processing on graph, 13. The European Federation for Information Technology in Agriculture, Food and the Environment (EFITA), Aarhus, 25-26 May, 2021 Marko O., Panić M., Grbović Ž., Antić A., Pejak B., Crnojević V.: Digital Services for Farmers based on Sentinel-2 Satellite Images and Advanced Machine Learning, 8. The International Bioscience Conference (IBSC), Novi Sad, 25-26 November, 2021 Matavulj P., Brdar S., Panić M., Šikoparija B.: Comprehensive Evaluation of CNNs for Pollen Classification, 3. Symposium on Data Science and Statistics-SDSS, Pitzburg, 7-10 June, 2022 Ljubičić N., Brdar S., Grbović Ž., Ivošević Gruičić B., Buđen M., Kostić M., Panić M.: Spectral proximal sensing in phenotyping yield traits of wheat grown in different nitrogen fertilizer condition, 7. International Plant Phenotyping Symposium, Wageningen: IPPS 2022 Conference Book, 26-30.09., 26-30 September, 2022 Grbović Ž., Brdar S., Panić M., Hogeeven-Van Echtelt E., Mensink M., Woltering E., Chauhan A.: Deep learning instance level segmentation of tomato sepals on hyperspectral images, 7. International Plant Phenotyping Symposium, Wageningen, 26-30 September, 2022 Filipović V., Grbović Ž., Stefanović D., Antić A., Brdar S., Crnojević V., Panić M.: A case study of outdoor 3D reconstruction of wheat ears using OAK-D stereo cameras , 2. PlantComp - Workshop on plant sensing and computing, Ghent, 10-11 October, 2022 Buđen M., Ljubičić N., Brdar S., Kostić M., Panić M., Kitić G., Marko O.: Phenotyping of maize yield traits via proximal sensing techniques , 7. International Plant Phenotyping Symposium, Wageningen: IPPS 2022 Conference Book 138, 26-30 September, 2022 Pavlović A., Radnović N., Panić M., Knežević N., Jović B.: Investigation of the surface interactions of indole with mesoporous silica using FTIR spectroscopy and hyperspectral imaging , 58. Meeting of the Serbian Chemical Society, Beograd, 9-10 June, 2022 Marko O., Brdar S., Panić M., Minić V., Pejak B., Crnojević V.: Farm Management Information Systems as Tools for Revealing Management Zones Inside the Fields , 1. SoilAgroIT2022, Novi Sad: Poljoprivredni fakultet Novi Sad, 16-17 Jun, 16-17 June, 2022, pp. 12-13, ISBN 978-86-7520-556-2 Jović B., Panić M.: DRIFT spectroscopy and permutation importance algorithm in quantitative analysis of organic matter in soil model systems, 2. International Conference on Chemo and BioInformatics, Kragujevac, 28-29 September, 2023, pp. 104-107 Grbović Ž., Rana W., Pajević N., Stefanović D., Filipović V., Panić M.: Closing the Gaps in Crop Management: UAV-Guided Approach for Detecting and Estimating Targeted Gaps Among Corn Plants, 1. IEEE International Conference on Computer Vision ICCV, Paris, 1-6 October, 2023, ISBN 979-8-3503-0718-4 ***Panić M.: Analysis of tomato sepal fungal infection using hyperspectral imaging and deep learning- Nije povezan skup**greska** Buđen M., Stevanović N., Grbović Ž., Stefanović D., Filipović V., Panić M., Vukosavljev M.: Evaluating Seed Priming Techniques in Soybean (Glycine max) Using Thermal Imaging to Enhance Germination and Crop Resilience, 8. International Plant Phenotyping Symposium, Lincoln, 7-11 October, 2024	26	13.00
M62	Plenarno ili uvodno predavanje po pozivu sa skupa nacionalnog značaja štampano u izvodu Plenarno ili uvodno predavanje po pozivu sa skupa nacionalnog značaja štampano u izvodu Simović I., Šikoparija B., Panić M., Lugonja P.: Daljinska detekcija lisnog minera Fenusella hortulana (Klug, 1818) , 15. Savetovanje o zaštiti bilja, Zlatibor, 26-30 Novembar, 2018	1	1.00
M63	Saopštenje sa skupa nacionalnog značaja štampano u celini Saopštenje sa skupa nacionalnog značaja štampano u celini Panić M., Lugonja P., Letić D., Ćulibrk D., Crnojević V.: Klasifikacija slika zasnovana na AdaBoost algoritmu i stablima odluke sa HOG i LBP obeležjima, 8. DOGS, Digitalna obrada govora i slike, Iriški venac, 16-18 Decembar, 2010 Radosavljević M., Panić M., Minić V., Lugonja P.: Primena lokalnih binarnih oblika u analizi 3D scene, 9. DOGS, Digitalna obrada govora i slike, Kovačica: Fakultet tehničkih nauka, 4-6 Oktobar, 2012, pp. 92-95, ISBN 978-86-7892-439-2 Grbović Ž., Marko O., Panić M.: Ear detection in wheat images using deep neural networks, 11. DOGS, Digitalna obrada govora i slike, Novi Sad: Biblioteka Matice srpske, Novi Sad, 22-25 Novembar, 2017, pp. 89-92, ISBN 978-86-7892-993-9 Marko O., Brdar S., Lugonja P., Kitić G., Panić M., Krklješ D., Crnojević V.: Da li će digitalni sistem za upravljanje gazdinstvima pokrenuti sledeću revoluciju u poljoprivredi Srbije?, 1. Četvrta industrijska revolucija u poljoprivredi, Beograd, 23 Decembar, 2022	4	4.00
M64	Saopštenje sa skupa nacionalnog značaja štampano u izvodu Saopštenje sa skupa nacionalnog značaja štampano u izvodu Šikoparija B., Brdar S., Grewling Ł., Matavulj P., Mimić G., Panić M., Stanković M., Bartolić D., Smith M.: Automatic real-time detection and classification of bioaerosols. , 18. Knowledge For Growth, Ghent, 18-19 Maj, 2022 Grewling Ł., Matavulj P., Mimić G., Panić M., Smith M., Šikoparija B.: High temporal resolution monitoring of Ambrosia pollen in ambient air , 80. International Scientific Conference of University of Latvia, Riga: „Aerobiology: current stage and future perspectives", 2022	2	1.00
M71	Odbranjena doktorska disertacija Odbranjena doktorska disertacija Panić M.: Image Reconstruction from Undersampled Data with Application to Accelerated Magnetic Resonance Imaging, Novi Sad, Faculty of technical sciences (UNS) and Faculty of Engineering and Architecture (Ghent University), 2020	1	6.00
M81	Novo tehničko rešenje primenjeno na međunarodnom nivou Novo tehničko rešenje primenjeno na međunarodnom nivou Panić M., Matović J., Krklješ D., Stanojev J.: Metoda za procenu koncentracije termotolerantnih koliforma u vodotokovima I i II kategorije uz pristustvo mulja i algi heurističkim pristupom, 2023	1	12.00
M82	Novo tehničko rešenje primenjeno na nacionalnom nivou Novo tehničko rešenje primenjeno na nacionalnom nivou Marko O., Panić M., Lugonja P., Brdar S., Minić V., Crnojević V.: Softverski alat za mapiranje menadžment zona, 2018 Marko O., Panić M., Lugonja P., Kitić G., Birgermajer S., Ljubičić N., Radonić V.: Softverski alat za pametno navodnjavanje baziran na mašinskom učenju, 2019 Panić M., Marko O., Pandžić M., Lugonja P., Kitić G., Ljubičić N., Radonić V.: Softverski alat za pametno navodnjavanje baziran na satelitskim snimcima, 2019 Brdar S., Panić M., Marko O., Pavlović D., Marinković D., Ivošević Gruičić B., Crnojević V.: Web platforma za upravljanje podsticajima i kontrolom kvaliteta zemljišta, 2021 Mimić G., Marko O., Panić M., Grbović Ž., Brkić M., Crnojević V.: Smart Agro aplikacija za digitalno osiguranje u poljoprivredi, 2021 Pavlović D., Pajević N., Panić M., Brdar S., Pandžić M., Crnojević V., Marko O.: Softversko rešenje za navodnjavanje različitih kultura bazirano na algoritmima mašinskog učenja primenjenim na meteo, pedološkim podacima i očitavanjima sa senzora, 2023 Simović I., Lugonja P., Panić M., Pejak B.: Satelitsko praćenje promena vegetativne aktivnosti nastale pod uticajem prisustva bakterijskog raka topola izazvanog bakterijom Lonsdalea populi L., 2024	7	56.00
M85	Prototip, nova metoda, softver, standardizovan ili atestiran instrument, Prototip, nova metoda, softver, standardizovan ili atestiran instrument, Brdar S., Panić M., Minić V., Lugonja P., Ćulibrk D., Crnojević V.: Nova metoda: Algoritam za modeliranje i predikciju poljoprivrednih prinosa korišćenjem R programskog paketa, 2011 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 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, rađeno za: Prirodno-matematički fakultet u Novom Sadu, korisnik: Prirodno-matematički fakultet u Novom Sadu, 2011 Ćulibrk D., Lugonja P., Letić D., Panić M., Minić V., Crnojević V.: Softver: Softver za automatsku detekciju poplavljenog poljoprivrednog zemljišta, 2011 Ćulibrk D., Lugonja P., Brdar S., Panić M., Minić V., Crnojević V., Letić D.: Softver: Softver za automatsku klasifikaciju poljoprivrednih kultura na osnovu satelitskih snimaka, 2011 Lugonja P., Panić M., Brdar S., Letić D., Minić V., Ćulibrk D., Crnojević V.: Metoda za klasifikaciju zemljinog pokrivača, 2012 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 Lugonja P., Crnojević V., Panić M., Letić D., Minić V., Brkljač B.: Metoda za klasifikaciju poljoprivrednih kultura sa satelitskih snimaka na teritoriji Autonomne Pokrajine Vojvodine, 2013 Lugonja P., Minić V., Panić M., Brkljač B., Brdar S., Crnojević V.: Metoda za detekciju šumskih područja na teritoriji Autonomne Pokrajine Vojvodine, 2013 Lugonja P., Brkljač B., Panić M., Brdar S., Letić D., Crnojević V.: Metoda za detekciju vodenih površina na teritoriji Autonomne Pokrajine Vojvodine, 2013 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 , rađeno za: Fakultet tehničkih nauka u Novom Sadu, korisnik: Fakultet tehničkih nauka u Novom Sadu, 2013 Sladojević S., Minić V., Panić M., Ćulibrk D., Crnojević V., Edelinski I.: Softver: Internet aplikacija za prikaz i ažuriranje podataka sa bežičnih senzorskih mreža, 2014 Sladojević S., Minić V., Panić M., Ćulibrk D., Crnojević V., Edelinski I.: Softver: Centralna baza za skladištenje podataka iz bežične senzorske mreže (WSN), 2014	13	0.00
M86	Kritička evaluacija podataka, baza podataka, Kritička evaluacija podataka, baza podataka, Sladojević S., Minić V., Panić M., Ćulibrk D., Crnojević V., Edelinski I.: Centralna baza za skladištenje podataka iz bežične senzorske mreže (WSN), 2013	1	0.00
M87	Prijava domaćeg patenta Prijava domaćeg patenta Grbović Ž., Panić M., Marko O., Brdar S., Crnojević V.: Postupak za ranu predikciju prinosa psenice baziran na vestackoj inteligenciji, 2020 Matović J., Panić M., Krklješ D., Kitić G.: Metod za kontrolu kvaliteta vode pri istovremenom prisustvu bakterija, mulja i algi heurističkim pristupom, 2021, UDK: P2021/0188, Zavod za intelektualnu svojinu, Republika Srbija	2	0.00
M91	Priznat patent na međunarodnom nivou Priznat patent na međunarodnom nivou Kitić G., Panić M., Brdar S., Crnojević V., Krklješ D., Peteš Č., Birgermajer S.: System and method for intelligent soil sampling, 2022, UDK: Publication number: WO/2022/010372, 13.01.2022.	1	20.00
M92	Priznat patent u Republici Srbiji Priznat patent u Republici Srbiji Maćešić M., Crnojević V., Prodanović N., Panić M.: Smart Camera for Traffic Surveillance and Analysis, P-2013/0031, Beograd, Zavod za intelektualnu svojinu, Kneginje Ljubice 5, Beograd, 2012 Kitić G., Panić M., Brdar S., Crnojević V., Krklješ D., Peteš Č., Birgermajer S.: Sistem i metod za inteligentno uzorkovanje zemljišta, Zavod za intelektualnu svojinu, Republika Srbija, 2020, UDK: P2020/0817	2	28.00