@ARTICLE{
author={Milicic Ivana,Pajevic Nina,Stefanovic Dimitrije,Panic Marko N,Sikoparija Branko,Sarda-Esteve Roland,Guinot Benjamin,Djuric Nemanja},
year={2025},
title={Evaluation of Training Strategies for Ambrosia Pollen Detection on Outdoor Images},
journal={2025 14TH INTERNATIONAL SYMPOSIUM ON IMAGE AND SIGNAL PROCESSING AND ANALYSIS, ISPA},
volume={},
number={},
pages={85-88},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Grbovic Zeljana,Panic Marko N,Stefanovic Dimitrije,Brdar Sanja,Crnojevic Vladimir S,Loncar-Turukalo Tatjana G},
year={2025},
title={Transfer learning models for wheat ear detection on multi-source dataset},
journal={SCIENTIFIC REPORTS},
volume={15},
number={1},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Simovic Isidora,Lugonja Predrag,Panic Marko N,Pejak Branislav,Dzudovic Adiba,Rakovic Dragan},
year={2025},
title={Remote sensing monitoring of Lonsdalea populi in Serbia, zoning of critical areas and resistance of various poplar clones},
journal={SYLWAN},
volume={169},
number={4},
pages={220-247},
document_type={Article},
} 

@ARTICLE{
author={Krkljes Damir B,Kitic Goran V,Panic Marko N,Petes Csaba M,Filipovic Vladan,Stefanovic Dimitrije,Obrenovic Nikola B,Lalic Maksim S,Marko Oskar},
year={2025},
title={Agrobot Gari, a multimodal robotic solution for blueberry production automation},
journal={COMPUTERS AND ELECTRONICS IN AGRICULTURE},
volume={237},
number={},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Grbovic Zeljana,Ivosevic Bojana D,Budjen Masa,Waqar Rana,Pajevic Nina,Ljubicic Natasa,Kandic Vesna G,Pajic Milos B,Panic Marko N},
year={2025},
title={Integrating UAV multispectral imaging and proximal sensing for high-precision cereal crop monitoring},
journal={PLOS ONE},
volume={20},
number={5},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Grbovic Zeljana,Panic Marko N,Filipovic Vladan,Brdar Sanja,De Villiers Hendrik AC,Mensink Manon,Chauhan Aneesh},
year={2025},
title={An Efficient Encoding Spectral Information in Hyperspectral Images for Transfer Learning of Mask R-CNN for Instance Segmentation of Tomato Sepals},
journal={IEEE ACCESS},
volume={13},
number={},
pages={85098-85115},
document_type={Article},
} 

@ARTICLE{
author={Korelidou Vera,Grbovic Zeljana,Pavlovic Dejan,Simovic Isidora,Panic Marko N,Temenos Anastasios,Gelasakis Athanasios I},
year={2025},
title={Clinical Assessment of Dairy Goats' Udder Health Using Infrared Thermography},
journal={ANIMALS},
volume={15},
number={5},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Hao Junpeng,Bai Huang,Li Xiumei,Panic Marko N,Sun Junmei},
year={2025},
title={PLV-CSNet: Projected Landweber Variant unfolding network for image compressive sensing reconstruction},
journal={NEUROCOMPUTING},
volume={629},
number={},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Kostic Marko M,Grbovic Zeljana,Waqar Rana,Ivosevic Bojana D,Panic Marko N,Scarfone Antonio,Tagarakis Aristotelis C},
year={2024},
title={Corn Plant In-Row Distance Analysis Based on Unmanned Aerial Vehicle Imagery and Row-Unit Dynamics},
journal={APPLIED SCIENCES-BASEL},
volume={14},
number={22},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Bertotto Mercedes,De Villiers Hendrik AC,Chauhan Aneesh,Hogeveen van Echtelt Esther,Mensink Manon,Grbovic Zeljana,Stefanovic Dimitrije,Panic Marko N,Brdar Sanja},
year={2024},
title={Predicting fungal infection sensitivity of sepals in harvested tomatoes using imaging spectroscopy and partial least squares discriminant analysis},
journal={JOURNAL OF NEAR INFRARED SPECTROSCOPY},
volume={},
number={},
pages={-},
document_type={Article; Early Access},
} 

@ARTICLE{
author={Culjak Boris,Pajevic Nina,Filipovic Vladan,Stefanovic Dimitrije,Grbovic Zeljana,Djuric Nemanja,Panic Marko N},
year={2024},
title={Exploration of Data Augmentation Techniques for Bush Detection in Blueberry Orchards},
journal={2024 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS, CVPRW},
volume={},
number={},
pages={5674-5683},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Waqar Rana,Grbovic Zeljana,Khan Maryam,Pajevic Nina,Stefanovic Dimitrije,Filipovic Vladan,Panic Marko N,Djuric Nemanja},
year={2024},
title={End-to-End Deep Learning Models for Gap Identification in Maize Fields},
journal={2024 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS, CVPRW},
volume={},
number={},
pages={5403-5412},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Velez Sergio,Ariza Sentis Mar,Panic Marko N,Ivosevic Bojana D,Stefanovic Dimitrije,Kaivosoja Jere,Valente Joa},
year={2024},
title={Speeding up UAV-based crop variability assessment through a data fusion approach using spatial interpolation for site-specific management},
journal={SMART AGRICULTURAL TECHNOLOGY},
volume={8},
number={},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Krkljes Damir B,Kitic Goran V,Petes Csaba M,Birgermajer Slobodan S,Stanojev Jovana D,Bajac Branimir M,Panic Marko N,Radonic Vasa M,Brceski Ilija D,Stravs Rok M,Jankovic Nikolina N,Matovic Jovan B},
year={2024},
title={Multiparameter Water Quality Monitoring System for Continuous Monitoring of Fresh Waters},
journal={IEEE SENSORS JOURNAL},
volume={24},
number={7},
pages={11246-11260},
document_type={Article},
} 

@ARTICLE{
author={Jovic Branislav D,Panic Marko N,Pavlovic Aleksandra,Kordic Branko B,Ciric Vladimir I},
year={2023},
title={Mid-Infrared Variable Selection for Soil Organic Matter Fractions Based on Soil Model Systems and Permutation Importance Algorithm},
journal={APPLIED SPECTROSCOPY},
volume={77},
number={11},
pages={1228-1239},
document_type={Article},
} 

@ARTICLE{
author={Galesic-Divic Morena,Kvesic-Ivankovic Marija,Divic Vladimir,Kisevic Mak,Panic Marko N,Lugonja Predrag,Crnojevic Vladimir S,Andricevic Roko},
year={2023},
title={Estimation of Water Quality Parameters in Oligotrophic Coastal Waters Using Uncrewed-Aerial-Vehicle-Obtained Hyperspectral Data},
journal={JOURNAL OF MARINE SCIENCE AND ENGINEERING},
volume={11},
number={10},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Podunavac Ivana,Knezic Teodora,Djisalov Mila,Omerovic Nejra,Radovic Marko B,Janjusevic Ljiljana N,Stefanovic Dimitrije,Panic Marko N,Gadjanski Ivana I,Radonic Vasa M},
year={2023},
title={Mammalian Cell-Growth Monitoring Based on an Impedimetric Sensor and Image Processing within a Microfluidic Platform},
journal={SENSORS},
volume={23},
number={7},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Brdar Sanja,Panic Marko N,Matavulj Predrag,Stankovic Mira,Bartolic Dragana,Sikoparija Branko},
year={2023},
title={Explainable AI for unveiling deep learning pollen classification model based on fusion of scattered light patterns and fluorescence spectroscopy},
journal={SCIENTIFIC REPORTS},
volume={13},
number={1},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Stefanovic Dimitrije,Antic Aleksandar,Otlokan Marko,Ivosevic Bojana D,Marko Oskar,Crnojevic Vladimir S,Panic Marko N},
year={2023},
title={Blueberry Row Detection Based on UAV Images for Inferring the Allowed UGV Path in the Field},
journal={ROBOT2022: FIFTH IBERIAN ROBOTICS CONFERENCE: ADVANCES IN ROBOTICS, VOL 2},
volume={590},
number={},
pages={401-411},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Matavulj Predrag,Panic Marko N,Sikoparija Branko,Tesendic Danijela,Radovanovic Milos M,Brdar Sanja},
year={2023},
title={Advanced CNN Architectures for Pollen Classification: Design and Comprehensive Evaluation},
journal={APPLIED ARTIFICIAL INTELLIGENCE},
volume={37},
number={1},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Simovic Isidora,Sikoparija Branko,Panic Marko N,Radulovic Mirjana,Lugonja Predrag},
year={2022},
title={Remote Sensing of Poplar Phenophase and Leaf Miner Attack in Urban Forests},
journal={REMOTE SENSING},
volume={14},
number={24},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Kitic Goran V,Krkljes Damir B,Panic Marko N,Petes Csaba M,Birgermajer Slobodan S,Crnojevic Vladimir S},
year={2022},
title={Agrobot Lala-An Autonomous Robotic System for Real-Time, In-Field Soil Sampling, and Analysis of Nitrates},
journal={SENSORS},
volume={22},
number={11},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Pejak Branislav,Lugonja Predrag,Antic Aleksandar,Panic Marko N,Pandzic Milos,Alexakis Emmanouil,Mavrepis Philip,Zhou Naweiluo,Marko Oskar,Crnojevic Vladimir S},
year={2022},
title={Soya Yield Prediction on a Within-Field Scale Using Machine Learning Models Trained on Sentinel-2 and Soil Data},
journal={REMOTE SENSING},
volume={14},
number={9},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Smith Matt,Matavulj Predrag,Mimic Gordan,Panic Marko N,Grewling Lukasz,Sikoparija Branko},
year={2022},
title={Why should we care about high temporal resolution monitoring of bioaerosols in ambient air?},
journal={SCIENCE OF THE TOTAL ENVIRONMENT},
volume={826},
number={},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Tesendic Danijela,Boberic-Krsticev Danijela,Matavulj Predrag,Brdar Sanja,Panic Marko N,Minic Vladan,Sikoparija Branko},
year={2022},
title={RealForAll: real-time system for automatic detection of airborne pollen},
journal={ENTERPRISE INFORMATION SYSTEMS},
volume={16},
number={5},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Filipovic Vladan,Panic Marko N,Brdar Sanja,Brkljac Branko N},
year={2021},
title={Significance of Morphological Features in Rice Variety Classification Using Hyperspectral Imaging},
journal={PROCEEDINGS OF THE 12TH INTERNATIONAL SYMPOSIUM ON IMAGE AND SIGNAL PROCESSING AND ANALYSIS (ISPA 2021)},
volume={},
number={},
pages={171-176},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Brdar Sanja,Panic Marko N,Hogeveen-Van Echtelt Esther,Mensink Manon,Grbovic Zeljana,Woltering Ernst,Chauhan Aneesh},
year={2021},
title={Predicting sensitivity of recently harvested tomatoes and tomato sepals to future fungal infections},
journal={SCIENTIFIC REPORTS},
volume={11},
number={1},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Jovic Branislav D,Panic Marko N,Radnovic Nikola D,Zivojevic Kristina,Mladenovic M,Crnojevic Vladimir S,Knezevic Nikola Z},
year={2020},
title={Investigation of the surface interactions of selected amides with mesoporous silica using FTIR spectroscopy and hyperspectral imaging},
journal={JOURNAL OF MOLECULAR STRUCTURE},
volume={1219},
number={},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Mimic Gordan,Brdar Sanja,Brkic Milica,Panic Marko N,Marko Oskar,Crnojevic Vladimir S},
year={2020},
title={Engineering Meteorological Features to Select Stress Tolerant Hybrids in Maize},
journal={SCIENTIFIC REPORTS},
volume={10},
number={1},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Panic Marko N,Jakovetic Dusan,Vukobratovic Dejan,Crnojevic Vladimir S,Pizurica Aleksandra},
year={2020},
title={MRI Reconstruction Using Markov Random Field and Total Variation as Composite Prior},
journal={SENSORS},
volume={20},
number={11},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Sikoparija Branko,Mimic Gordan,Matavulj Predrag,Panic Marko N,Simovic Isidora,Brdar Sanja},
year={2020},
title={Short communication: Do we need continuous sampling to capture variability of hourly pollen concentrations?},
journal={AEROBIOLOGIA},
volume={36},
number={1},
pages={3-7},
document_type={Article},
} 

@ARTICLE{
author={Panic Marko N,Aelterman Jan,Crnojevic Vladimir S,Pizurica Aleksandra},
year={2019},
title={Multi-coil magnetic resonance imaging reconstruction with a Markov random field prior},
journal={MEDICAL IMAGING 2019: IMAGE PROCESSING},
volume={10949},
number={},
pages={-},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Kitic Goran V,Tagarakis Aristotelis C,Cselyuszka Norbert,Panic Marko N,Birgermajer Slobodan S,Sakulski Dusan M,Matovic Jovan},
year={2019},
title={A new low-cost portable multispectral optical device for precise plant status assessment},
journal={COMPUTERS AND ELECTRONICS IN AGRICULTURE},
volume={162},
number={},
pages={300-308},
document_type={Article},
} 

@ARTICLE{
author={Sauliene Ingrida,Sukiene Laura,Daunys Gintautas,Valiulis Gediminas,Vaitkevicius Lukas,Matavulj Predrag,Brdar Sanja,Panic Marko N,Sikoparija Branko,Clot Bernard,Crouzy Benoit,Sofiev Mikhail},
year={2019},
title={Automatic pollen recognition with the Rapid-E particle counter: the first-level procedure, experience and next steps},
journal={ATMOSPHERIC MEASUREMENT TECHNIQUES},
volume={12},
number={6},
pages={3435-3452},
document_type={Article},
} 

@ARTICLE{
author={Panic Marko N,Jakovetic Dusan,Crnojevic Vladimir S,Pizurica Aleksandra},
year={2018},
title={Image inpainting and demosaicing via total variation and Markov random field-based modeling},
journal={2018 26TH TELECOMMUNICATIONS FORUM (TELFOR)},
volume={},
number={},
pages={301-304},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Sikoparija Branko,Mimic Gordan,Panic Marko N,Marko Oskar,Radisic Predrag,Pejak-Sikoparija Tatjana,Pauling Andreas},
year={2018},
title={High temporal resolution of airborne Ambrosia pollen measurements above the source reveals emission characteristics},
journal={ATMOSPHERIC ENVIRONMENT},
volume={192},
number={},
pages={13-23},
document_type={Article},
} 

@ARTICLE{
author={Sikoparija Branko,Marko Oskar,Panic Marko N,Jakovetic Dusan,Radisic Predrag},
year={2018},
title={How to prepare a pollen calendar for forecasting daily pollen concentrations of Ambrosia, Betula and Poaceae?},
journal={AEROBIOLOGIA},
volume={34},
number={2},
pages={203-217},
document_type={Article},
} 

@ARTICLE{
author={Panic Marko N,Aelterman Jan,Crnojevic Vladimir S,Pizurica Aleksandra},
year={2017},
title={Sparse Recovery in Magnetic Resonance Imaging With a Markov Random Field Prior},
journal={IEEE TRANSACTIONS ON MEDICAL IMAGING},
volume={36},
number={10},
pages={2104-2115},
document_type={Article},
} 

@ARTICLE{
author={Marko Oskar,Brdar Sanja,Panic Marko N,Sasic Isidora,Despotovic Danica M,Knezevic Milivoje,Crnojevic Vladimir S},
year={2017},
title={Portfolio optimization for seed selection in diverse weather scenarios},
journal={PLOS ONE},
volume={12},
number={9},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Panic Marko N,Aelterman Jan,Crnojevic Vladimir S,Pizurica Aleksandra},
year={2016},
title={Compressed Sensing in MRI with a Markov Random Field prior for spatial clustering of subband coefficients},
journal={2016 24TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO)},
volume={},
number={},
pages={562-566},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Marko Oskar,Brdar Sanja,Panic Marko N,Lugonja Predrag,Crnojevic Vladimir S},
year={2016},
title={Soybean varieties portfolio optimisation based on yield prediction},
journal={COMPUTERS AND ELECTRONICS IN AGRICULTURE},
volume={127},
number={},
pages={467-474},
document_type={Article},
} 

@ARTICLE{
author={Crnojevic Vladimir S,Panic Marko N,Brkljac Branko N,Culibrk Dubravko R,Acanski Jelena M,Vujic Ante A},
year={2014},
title={Image Processing Method for Automatic Discrimination of Hoverfly Species},
journal={MATHEMATICAL PROBLEMS IN ENGINEERING},
volume={},
number={},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Panic Marko N,Culibrk Dubravko R,Sladojevic Srdjan M,Crnojevic Vladimir S},
year={2013},
title={Local Binary Patterns and Neural Networks for No-Reference Image and Video Quality Assessment},
journal={ENGINEERING APPLICATIONS OF NEURAL NETWORKS, EANN 2013, PT I},
volume={383},
number={},
pages={388-395},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Lugonja Predrag,Panic Marko N,Minic Vladan,Culibrk Dubravko R,Crnojevic Vladimir S},
year={2012},
title={Classification of Agricultural Crops in Multispectral Images},
journal={2012 20TH TELECOMMUNICATIONS FORUM (TELFOR)},
volume={},
number={},
pages={685-688},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Macesic Marija V,Jelaca V,Nino-Castaneda JO,Prodanovic N,Panic Marko N,Pizurica Aleksandra,Crnojevic Vladimir S,Philips Wilfried},
year={2012},
title={Real-time detection of traffic events using smart cameras},
journal={INTELLIGENT ROBOTS AND COMPUTER VISION XXIX: ALGORITHMS AND TECHNIQUES},
volume={8301},
number={},
pages={-},
document_type={Proceedings Paper},
}