Vasileios Syrris

22 papers C 4Journal 18
YearRankTypeTitle / Venue / Authors
2024 J jnl
Advances on the Global Human Settlement Layer by joint assessment of Earth Observation and population survey data.
Int. J. Digit. Earth
Martino Pesaresi, Marcello Schiavina, Panagiotis Politis, Sérgio Freire, Katarzyna Krasnodebska, Johannes H. Uhl, Alessandra Carioli, Christina Corbane, Lewis Dijkstra, Pietro Florio, Hannah K. Friedrich, Jing Gao, Stefan Leyk, Linlin Lu, Luca Maffenini, Ines Mari-Rivero, Michele Melchiorri, Vasileios Syrris, Jamon Van Den Hoek, Thomas Kemper
2022 J jnl
Mapping Canopy Cover in African Dry Forests from the Combined Use of Sentinel-1 and Sentinel-2 Data: Application to Tanzania for the Year 2018.
Remote. Sens.
Astrid Verhegghen, Klara Kuzelova, Vasileios Syrris, Hugh Eva, Frédéric Achard
2021 J jnl
Convolutional neural networks for global human settlements mapping from Sentinel-2 satellite imagery.
Neural Comput. Appl.
Christina Corbane, Vasileios Syrris, Filip Sabo, Panagiotis Politis, Michele Melchiorri, Martino Pesaresi, Pierre Soille, Thomas Kemper
2021 C conf
Crop Classification from Sentinel-2 Time Series with Temporal Convolutional Neural Networks.
IGARSS
Sara Pérez-Carabaza, Vasileios Syrris, Pieter Kempeneers, Pierre Soille
2021 C conf
Detection of Changes in Built-Up Areas with a Fully Convolutional Network in the Context of the European Settlement Map.
IGARSS
Christina Corbane, Filip Sabo, Panagiotis Politis, Vasileios Syrris
2021 J jnl
Editorial of Special Issue "Machine and Deep Learning for Earth Observation Data Analysis".
Remote. Sens.
Vasileios Syrris, Sveinung Loekken
2021 J jnl
On machine learning effectiveness for malware detection in Android OS using static analysis data.
J. Inf. Secur. Appl.
Vasileios Syrris, Dimitris Geneiatakis
2020 J jnl
Convolutional Neural Networks for Global Human Settlements Mapping from Sentinel-2 Satellite Imagery.
CoRR
Christina Corbane, Vasileios Syrris, Filip Sabo, Panagiotis Politis, Michele Melchiorri, Martino Pesaresi, Pierre Soille, Thomas Kemper
2020 J jnl
Exposing the urban continuum: implications and cross-comparison from an interdisciplinary perspective.
Int. J. Digit. Earth
Johannes H. Uhl, Hamidreza Zoraghein, Stefan Leyk, Deborah Balk, Christina Corbane, Vasileios Syrris, Aneta J. Florczyk
2020 J jnl
Mosaicking Copernicus Sentinel-1 Data at Global Scale.
IEEE Trans. Big Data
Vasileios Syrris, Christina Corbane, Martino Pesaresi, Pierre Soille
2020 J jnl
SatImNet: Structured and Harmonised Training Data for Enhanced Satellite Imagery Classification.
CoRR
Vasileios Syrris, Ondrej Pesek, Pierre Soille
2020 J jnl
SatImNet: Structured and Harmonised Training Data for Enhanced Satellite Imagery Classification.
Remote. Sens.
Vasileios Syrris, Ondrej Pesek, Pierre Soille
2019 J jnl
Evaluation of the Potential of Convolutional Neural Networks and Random Forests for Multi-Class Segmentation of Sentinel-2 Imagery.
Remote. Sens.
Vasileios Syrris, Paul Hasenohr, Blagoj Delipetrev, Alexander Kotsev, Pieter Kempeneers, Pierre Soille
2017 J jnl
Mass Processing of Sentinel-1 Images for Maritime Surveillance.
Remote. Sens.
Carlos Santamaria, Marlene Alvarez, Harm Greidanus, Vasileios Syrris, Pierre Soille, Pietro Argentieri
2016 J jnl
A New European Settlement Map From Optical Remotely Sensed Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Aneta Jadwiga Florczyk, Stefano Ferri, Vasileios Syrris, Thomas Kemper, Matina Halkia, Pierre Soille, Martino Pesaresi
2016 J jnl
A New Method for Earth Observation Data Analytics Based on Symbolic Machine Learning.
Remote. Sens.
Martino Pesaresi, Vasileios Syrris, Andreea Julea
2016 J jnl
Assessment of the Added-Value of Sentinel-2 for Detecting Built-up Areas.
Remote. Sens.
Martino Pesaresi, Christina Corbane, Andreea Julea, Aneta J. Florczyk, Vasileios Syrris, Pierre Soille
2015 C conf
Combining GHSL and GPW to improve global population mapping.
IGARSS
Sérgio Freire, Thomas Kemper, Martino Pesaresi, Aneta J. Florczyk, Vasileios Syrris
2015 J jnl
Image Enhancement and Feature Extraction Based on Low-Resolution Satellite Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Vasileios Syrris, Stefano Ferri, Daniele Ehrlich, Martino Pesaresi
2014 C conf
A new map of the European settlements by automatic classification of 2.5m resolution SPOT data.
IGARSS
Stefano Ferri, Vasileios Syrris, Aneta J. Florczyk, Marco Scavazzon, Matina Halkia, Martino Pesaresi
2013 J jnl
A Global Human Settlement Layer From Optical HR/VHR RS Data: Concept and First Results.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Martino Pesaresi, Huadong Guo, Xavier Blaes, Daniele Ehrlich, Stefano Ferri, Lionel Gueguen, Matina Halkia, Mayeul Kauffmann, Thomas Kemper, Linlin Lu, Mario A. Marin-Herrera, Georgios K. Ouzounis, Marco Scavazzon, Pierre Soille, Vasileios Syrris, Luigi Zanchetta
2013 J jnl
Multiscale quality assessment of Global Human Settlement Layer scenes against reference data using statistical learning.
Pattern Recognit. Lett.
Georgios K. Ouzounis, Vasileios Syrris, Martino Pesaresi