Institut BioSense
Organization name
Institut BioSense
Parent OrgUnit
City
Novi Sad
Country
Serbia
OrgUnit's Researchers publications
(Dept/Workgroup Publication)
Subject
- 1 Cloud computing, HPC workload manager, Container orchestration, TORQUE, Kubernetes, Singularity
- 1 convolutional neural networks; deer; animal counting; deep learning; YOLO; SSD
- 1 drones; precision agriculture; image processing; machine learning
- 1 monitoring, sensor systems, animal health
- 1 pametno navodnjavanje, softverski alat za navodnjavanje, automatizacija, mašinsko učenje, senzori, vlažnost zemljišta, meteorološki podaci, vremenska prognoza
- 1 Plant-O-Meter , multispectral device, vegetation indices, crop sensing, yield
- 1 Sentinel-1, harvest detection, soybean, SAR data, VH polarization
- 1 sunflower, crop identification, Sentinel-2, Random Forest
- 1 Transfer learning, Crop mapping, Sentinel-1, Pre-trained model, Domain
- 1 UAV, MQTT, Cloud API, Farm Management System
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Fulltext
Results 1-20 of 23 (Search time: 0.004 seconds).
| Issue Date | Title | Author(s) | |
|---|---|---|---|
| 1 | Mar-2023 | Animal Detection and Counting from UAV Images Using Convolutional Neural Networks | Rančić, Kristina; Blagojević, Boško ; Bezdan, Atila ; Ivošević, Bojana ; Tubić, Bojan ; Vranešević, Milica ; Pejak, Branislav ; Crnojević, Vladimir ; Marko, Oskar |
| 2 | Dec-2020 | Classification of cattle behaviour using convolutional neural networks | Pavlović, Dejan ; Tachtatzis, Christos; Hamilton, Andrew; Marko, Oskar ; Atkinson, Robert; Davison, Christopher; Michie, Craig; Crnojević, Vladimir ; Andonović, Ivan |
| 3 | Jan-2024 | Connecting Different Drone Operations with the Farm Robotic Management | Kaivosoja, Jere; Kolehmainen, Kari; Marko, Oskar ; Ronkainen, Ari; Pajević, Nina ; Panić, Marko ; Vélez, Sergio; Ariza-Sentis, Mar; Valente, João; Soininen, Juha-Pekka |
| 4 | Feb-2021 | Container orchestration on HPC systems through Kubernetes | Zhou, Naweiluo; Georgiou, Yiannis; Pospieszny, Marcin; Zhong, Li; Zhou, Huan; Niethammer, Christoph; Pejak, Branislav ; Marko, Oskar ; Hoppe, Dennis |
| 5 | Apr-2024 | Cracking Ground Truth Barriers: Harnessing the Power of Transfer Learning for Crop Mapping | Pandžić, Miloš ; Pavlović, Dejan ; Brdar, Sanja ; Kilibarda, Milan; Marko, Oskar |
| 6 | Dec-2022 | Da li će digitalni sistem za upravljanje gazdinstvima pokrenuti sledeću revoluciju u poljoprivredi Srbije? | Marko, Oskar ; Brdar, Sanja ; Lugonja, Predrag ; Kitić, Goran ; Panić, Marko ; Krklješ, Damir ; Crnojević, Vladimir |
| 7 | Mar-2024 | Decision support system for crop damage estimation based on waterlogging detection using synergy of remote sensing and machine learning | Pejak, Branislav ; Kopanja, Marija ; Radulović, Mirjana ; Grbović, Željana ; Marko, Oskar |
| 8 | Sep-2020 | Development of a 250-m resolution available soil water map using soilgrids and pedotransfer functions | Ćirić, Vladimir ; Benka, Pavel ; Marko, Oskar ; Belić, Milivoj ; Nešić, Ljiljana ; Srđan, Šeremešić ; Radovanović, Dragan ; Marinković, Dragana |
| 9 | Jun-2022 | Farm management information systems as tools for revealing management zones inside the fields | Marko, Oskar ; Brdar, Sanja ; Panić, Marko ; Minić, Vladan ; Pejak, Branislav ; Crnojević, Vladimir |
| 10 | Oct-2021 | Influence of nitrogen fertilisation on maize growth and yield detected by active optical sensor | Pajić, Miloš ; Ljubičić, Nataša ; Kitić, Goran ; Marko, Oskar ; Marinković, Dragana ; Buđen, Maša ; Kostić, Marko |
| 11 | Apr-2024 | Interseasonal transfer learning for crop mapping using Sentinel-1 data | Pandžić, Miloš ; Pavlović, Dejan ; Matavulj, Predrag ; Brdar, Sanja ; Marko, Oskar ; Crnojević, Vladimir ; Kilibarda, Milan |
| 12 | Jun-2022 | Mapping sunflower areas using high resolution Sentinel-2 images | Lugonja, Predrag ; Pandžić, Miloš ; Brdar, Sanja ; Marko, Oskar ; Minić, Vladan ; Ljubičić, Nataša ; Crnojević, Vladimir |
| 13 | Nov-2023 | Multi-Objective Metaheuristic Solution Approach for the Crop Plant Scheduling Problem | Lalić, Maksim ; Obrenović, Nikola ; Atac, Selin; Bortolomiol, Stefano; Marko, Oskar ; Brdar, Sanja ; Crnojević, Vladimir ; Luković, Ivan |
| 14 | Sep-2021 | Multifunkcionalna platforma za upravljanje osiguranjem u poljoprivredi DDOR TERRA | Marko, Oskar ; Mimić, Gordan ; Pandžić, Miloš ; Pejak, Branislav ; Radulović, Mirjana ; Crnojević, Vladimir |
| 15 | Sep-2023 | Optimised Routing of the Blueberry Cultivating Unmanned Ground Vehicle | Obrenović, Nikola ; Lalić, Maksim ; Stefanović, Dimitrije ; Panić, Marko ; Brdar, Sanja ; Crnojević, Vladimir ; Marko, Oskar |
| 16 | Nov-2023 | Optimization Algorithms in Precision Agriculture - Selected Use Cases | Obrenović, Nikola ; Lalić, Maksim ; Brdar, Sanja ; Marko, Oskar ; Crnojević, Vladimir |
| 17 | Sep-2022 | Phenotyping of maize yield traits via proximal sensing techniques | Buđen, Maša ; Ljubičić, Nataša ; Brdar, Sanja ; Kostić, Marko ; Panić, Marko ; Kitić, Goran ; Marko, Oskar |
| 18 | Apr-2022 | Postupak za ranu predikciju prinosa pšenice baziran na veštačkoj inteligenciji | Grbović, Željana ; Panić, Marko ; Brdar, Sanja ; Marko, Oskar ; Crnojević, Vladimir |
| 19 | Sep-2021 | Smart Agro aplikacija za digitalno osiguranje u poljoprivredi | Mimić, Gordan ; Marko, Oskar ; Panić, Marko ; Grbović, Željana ; Brkić, Milica ; Crnojević, Vladimir |
| 20 | Nov-2023 | Softversko rešenje za navodnjavanje različitih kultura bazirano na algoritmima mašinskog učenja primenjenim na meteo, pedološkim podacima i očitavanjima sa senzora | Pavlović, Dejan ; Pajević, Nina ; Panić, Marko ; Brdar, Sanja ; Pandžić, Miloš ; Crnojević, Vladimir ; Marko, Oskar |