Pejak, Branislav
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 Explainableartificialintelligence·SHAP·Remotesensing·Irrigationdetection
- 1 Waterlogging detection, machine learning, Sentinel-2, damage estimation
- 1 Yield prediction, Machine learning, Sunflower, Vegetation indices, Sentinel-2
Date issued
Fulltext
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Issue Date | Title | Author(s) | |
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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 | 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 |
3 | 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 |
4 | 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 |
5 | Sep-2021 | Multifunkcionalna platforma za upravljanje osiguranjem u poljoprivredi DDOR TERRA | Marko, Oskar ; Mimić, Gordan ; Pandžić, Miloš ; Pejak, Branislav ; Radulović, Mirjana ; Crnojević, Vladimir |
6 | 2024 | Satelitsko praćenje promena vegetativne aktivnosti nastale pod uticajem prisustva bakterijskog raka topola izazvanog bakterijom Lonsdalea populi L. | Simović, Isidora ; Lugonja, Predrag ; Panić, Marko ; Pejak, Branislav |
7 | Mar-2024 | SHAP-guided Explanations for the Machine Learning Classification of Irrigated Fields Using Satellite Imagery | Kopanja, Marija ; Pejak, Branislav ; Radulović, Mirjana ; Brdar, Sanja |
8 | Jun-2022 | Sunflower yield prediction based on high resolution satellite imagery | Pejak, Branislav ; Marko, Oskar ; Lončar-Turukalo, Tatjana ; Ljubičić, Nataša ; Crnojević, Vladimir |