Oskar Marko

According to our database, Oskar Marko authored at least 12 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Interseasonal transfer learning for crop mapping using Sentinel-1 data.

Milos Pandzic, Dejan Pavlovic, Predrag Matavulj, Sanja Brdar, Oskar Marko, Vladimir S. Crnojevic, Milan Kilibarda

Int. J. Appl. Earth Obs. Geoinformation, 2024

Multi-annual crop maps reveal cropping patterns in the Vojvodina region (Serbia).

Branislav Zivaljevic, Miljana Markovic, Gordan Mimic, Oskar Marko, Sean Woznicki

Proceedings of the 12th International Conference on Agro-Geoinformatics, 2024

Enhancing Machine Learning Crop Classification Models through SAM-Based Field Delineation Based on Satellite Imagery.

Vladimir Kovacevic, Branislav Pejak, Oskar Marko

Proceedings of the 12th International Conference on Agro-Geoinformatics, 2024

2022

Behavioural Classification of Cattle Using Neck-Mounted Accelerometer-Equipped Collars.

Dejan Pavlovic, Mikolaj Czerkawski, Christopher Davison, Oskar Marko, W. Craig Michie, Robert C. Atkinson, Vladimir S. Crnojevic, Ivan Andonovic, Vladimir Rajovic, Goran S. Kvascev, Christos Tachtatzis

Sensors, 2022

Soya Yield Prediction on a Within-Field Scale Using Machine Learning Models Trained on Sentinel-2 and Soil Data.

Branislav Pejak, Predrag Lugonja, Aleksandar Antic, Marko Panic, Milos Pandzic, Emmanouil Alexakis, Philip Mavrepis, Naweiluo Zhou, Oskar Marko, Vladimir S. Crnojevic

Remote. Sens., 2022

Blueberry Row Detection Based on UAV Images for Inferring the Allowed UGV Path in the Field.

Dimitrije Stefanovic, Aleksandar Antic, Marko Otlokan, Bojana Ivosevic, Oskar Marko, Vladimir S. Crnojevic, Marko Panic

Proceedings of the ROBOT 2022: Fifth Iberian Robotics Conference, 2022

2021

Classification of Cattle Behaviours Using Neck-Mounted Accelerometer-Equipped Collars and Convolutional Neural Networks.

Dejan Pavlovic, Chris Davison, Andrew W. Hamilton, Oskar Marko, Robert C. Atkinson, W. Craig Michie, Vladimir S. Crnojevic, Ivan Andonovic, Xavier J. A. Bellekens, Christos Tachtatzis

Sensors, 2021

Container orchestration on HPC systems through Kubernetes.

Naweiluo Zhou, Yiannis Georgiou, Marcin Pospieszny, Li Zhong, Huan Zhou, Christoph Niethammer, Branislav Pejak, Oskar Marko, Dennis Hoppe

J. Cloud Comput., 2021

2020

CYBELE - Fostering precision agriculture & livestock farming through secure access to large-scale HPC enabled virtual industrial experimentation environments fostering scalable big data analytics.

Konstantinos Perakis, Fenareti Lampathaki, Konstantinos Nikas, Yiannis Georgiou, Oskar Marko, Jarissa Maselyne

Comput. Networks, 2020

2019

Wheat Ear Detection in RGB : and Thermal Images Using Deep Neural Networks.

Zeljana Grbovic, Marko Panic, Oskar Marko, Sanja Brdar, Vladimir S. Crnojevic

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2019

Optimisation of crop configuration using NSGA-III with categorical genetic operators.

Oskar Marko, Dejan Pavlovic, Vladimir S. Crnojevic, Kalyanmoy Deb

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

2016

Soybean varieties portfolio optimisation based on yield prediction.

Oskar Marko, Sanja Brdar, Marko Panic, Predrag Lugonja, Vladimir S. Crnojevic

Comput. Electron. Agric., 2016