Search Results - "Sabo, Filip"

Convolutional neural networks for global human settlements mapping from Sentinel-2 satellite imagery by Corbane, Christina, Syrris, Vasileios, Sabo, Filip, Politis, Panagiotis, Melchiorri, Michele, Pesaresi, Martino, Soille, Pierre, Kemper, Thomas

“…Spatially consistent and up-to-date maps of human settlements are crucial for addressing policies related to urbanization and sustainability, especially in the…”
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Automated global delineation of human settlements from 40 years of Landsat satellite data archives by Corbane, Christina, Pesaresi, Martino, Kemper, Thomas, Politis, Panagiotis, Florczyk, Aneta J., Syrris, Vasileios, Melchiorri, Michele, Sabo, Filip, Soille, Pierre

“…This paper presents the analysis of Earth Observation data records collected between 1975 and 2014 for assessing the extent and temporal evolution of the…”
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Big earth data analytics on Sentinel-1 and Landsat imagery in support to global human settlements mapping by Corbane, Christina, Pesaresi, Martino, Politis, Panagiotis, Syrris, Vasileios, Florczyk, Aneta J., Soille, Pierre, Maffenini, Luca, Burger, Armin, Vasilev, Veselin, Rodriguez, Dario, Sabo, Filip, Dijkstra, Lewis, Kemper, Thomas

“…Continuous global-scale mapping of human settlements in the service of international agreements calls for massive volume of multi-source, multi-temporal, and…”
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Leveraging ALOS-2 PALSAR-2 for Mapping Built-Up Areas and Assessing Their Vertical Component by Corbane, Christina, Kato, Soushi, Iwao, Koki, Sabo, Filip, Politis, Panagiotis, Pesaresi, Martino, Kemper, Thomas

“…Built-up areas extraction and characterization from remote sensing images is essential for monitoring urbanization and the associated challenges. This work…”
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Comparison of MODIS 250 m products for early corn yield predictions: a case study in Vojvodina, Serbia by Govedarica, Miro, Jovanović, Dušan, Sabo, Filip, Borisov, Mirko, Vrtunski, Milan, Alargić, Ivan

“…The aim of the paper is to compare Moderate Resolution Imaging Spectroradiometer (MODIS) Normalized Difference Vegetation Index ( ) products with different…”
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Land cover change detection by using remote sensing: A case study of Zlatibor (Serbia) by Jovanovic, Dusan, Govedarica, Miro, Sabo, Filip, Bugarinovic, Zeljko, Novovic, Olivera, Beker, Teo, Lauter, Milos

“…Change detection is a process of detecting differences with the objects or phenomena which are observed in the different time intervals. In this study…”
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Crop yield estimation in 2014 for Vojvodina using methods of remote sensing by Jovanović Dušan, Sabo Filip, Govedarica Miro, Marinković Branko

“…Monitoring phenology of crops and yield estimate based on vegetation indices as well as other parameters such as temperature or amount of rainfall were largely…”
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ClassONN: Classification with Oscillatory Neural Networks Using the Kuramoto Model by Sabo, Filip, Todri-Sanial, Aida

“…Over the recent years, networks of coupled oscillators or oscillatory neural networks (ONNs) emerged as an alternative computing paradigm with information…”
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Is deeper always better? Evaluating deep learning models for yield forecasting with small data by Sabo, Filip, Meroni, Michele, Waldner, François, Rembold, Felix

“…Predicting crop yields, and especially anomalously low yields, is of special importance for food insecure countries. In this study, we investigate a flexible…”
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Comparison of built‐up area maps produced within the global human settlement framework by Sabo, Filip, Corbane, Christina, Florczyk, Aneta J., Ferri, Stefano, Pesaresi, Martino, Kemper, Thomas

“…The validation of built‐up areas derived from different sensors is crucial for gaining a deeper understanding of the consistency and interoperability between…”
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Implementation of FitzHugh-Nagumo Neurons using Nanoscale VO2 Devices by Maher, Olivier, Horst, Folkert, Sabo, Filip, Fancheng, Du, Bragaglia, Valeria, Karg, Siegfried, Sousa, Marilyne, Todri-Sanial, Aida, Offrein, Bert Jan

“…This study focuses on exploiting phase-transition properties in VO 2 to develop a brain-inspired FitzHugh-Nagumo neuron. A key feature of our implementation is…”
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Spatial analysis of high-resolution urban thermal patterns in Vojvodina, Serbia by Jovanović, Dušan, Govedarica, Miro, Sabo, Filip, Sladić, Dubravka, Ristić, Aleksandar

“…Main objective of this study was to establish a relationship between land cover and land surface temperature (LST) in urban and rural areas. The research was…”
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Ai4Fapar: How artificial intelligence can help to forecast the seasonal earth observation signal by Sabo, Filip, Claverie, Martin, Meroni, Michele, Essenfelder, Arthur Hrast

“…Proceedings of the 2023 conference on Big Data from Space, Soille, P., Lumnitz, S. and Albani, S. editor(s), Publications Office of the European Union,…”
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Detection of Changes in Built-Up Areas with a Fully Convolutional Network in the Context of the European Settlement Map by Corbane, Christina, Sabo, Filip, Politis, Panagiotis, Syrris, Vasileios

“…This work presents a novel method for detecting newly built-up areas in Very High Resolution satellite imagery using Fully Convolutional Neural Networks. The…”
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Update and improvement of the European Settlement map by Sabo, Filip, Corbane, Christina, Politis, Panagiotis, Pesaresi, Martino, Kemper, Thomas

“…The revised and enhanced version of the new European Settlement Map is presented together with the first results. An added-value to the previous versions is…”
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Convolutional Neural Networks for Global Human Settlements Mapping from Sentinel-2 Satellite Imagery by Corbane, Christina, Syrris, Vasileios, Sabo, Filip, Politis, Panagiotis, Melchiorri, Michele, Pesaresi, Martino, Soille, Pierre, Kemper, Thomas

“…Neural computing and Applications, 2020 Spatially consistent and up-to-date maps of human settlements are crucial for addressing policies related to…”
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