Vasileios Syrris

Publication Activity (10 Years)

Years Active: 2013-2022
Publications (10 Years): 16

Top Topics

Satellite Imagery

Convolutional Neural Networks

Top Venues

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

Astrid Verhegghen, Klara Kuzelova, Vasileios Syrris, Hugh Eva, Frédéric Achard
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. 14 (6) (2022)
Christina Corbane, Filip Sabo, Panagiotis Politis, Vasileios Syrris
Detection of Changes in Built-Up Areas with a Fully Convolutional Network in the Context of the European Settlement Map. IGARSS (2021)
Vasileios Syrris, Sveinung Loekken
Editorial of Special Issue "Machine and Deep Learning for Earth Observation Data Analysis". Remote. Sens. 13 (14) (2021)
Sara Perez-Carabaza, Vasileios Syrris, Pieter Kempeneers, Pierre Soille
Crop Classification from Sentinel-2 Time Series with Temporal Convolutional Neural Networks. IGARSS (2021)
Vasileios Syrris, Dimitris Geneiatakis
On machine learning effectiveness for malware detection in Android OS using static analysis data. J. Inf. Secur. Appl. 59 (2021)
Christina Corbane, Vasileios Syrris, Filip Sabo, Panagiotis Politis, Michele Melchiorri, Martino Pesaresi, Pierre Soille, Thomas Kemper
Convolutional neural networks for global human settlements mapping from Sentinel-2 satellite imagery. Neural Comput. Appl. 33 (12) (2021)
Vasileios Syrris, Christina Corbane, Martino Pesaresi, Pierre Soille
Mosaicking Copernicus Sentinel-1 Data at Global Scale. IEEE Trans. Big Data 6 (3) (2020)
Vasileios Syrris, Ondrej Pesek, Pierre Soille
SatImNet: Structured and Harmonised Training Data for Enhanced Satellite Imagery Classification. CoRR (2020)
Johannes H. Uhl, Hamidreza Zoraghein, Stefan Leyk, Deborah Balk, Christina Corbane, Vasileios Syrris, Aneta J. Florczyk
Exposing the urban continuum: implications and cross-comparison from an interdisciplinary perspective. Int. J. Digit. Earth 13 (1) (2020)
Christina Corbane, Vasileios Syrris, Filip Sabo, Panagiotis Politis, Michele Melchiorri, Martino Pesaresi, Pierre Soille, Thomas Kemper
Convolutional Neural Networks for Global Human Settlements Mapping from Sentinel-2 Satellite Imagery. CoRR (2020)
Vasileios Syrris, Ondrej Pesek, Pierre Soille
SatImNet: Structured and Harmonised Training Data for Enhanced Satellite Imagery Classification. Remote. Sens. 12 (20) (2020)
Vasileios Syrris, Paul Hasenohr, Blagoj Delipetrev, Alexander Kotsev, Pieter Kempeneers, Pierre Soille
Evaluation of the Potential of Convolutional Neural Networks and Random Forests for Multi-Class Segmentation of Sentinel-2 Imagery. Remote. Sens. 11 (8) (2019)
Carlos Santamaria, Marlene Alvarez, Harm Greidanus, Vasileios Syrris, Pierre Soille, Pietro Argentieri
Mass Processing of Sentinel-1 Images for Maritime Surveillance. Remote. Sens. 9 (7) (2017)
Martino Pesaresi, Christina Corbane, Andreea Julea, Aneta J. Florczyk, Vasileios Syrris, Pierre Soille
Assessment of the Added-Value of Sentinel-2 for Detecting Built-up Areas. Remote. Sens. 8 (4) (2016)
Martino Pesaresi, Vasileios Syrris, Andreea Julea
A New Method for Earth Observation Data Analytics Based on Symbolic Machine Learning. Remote. Sens. 8 (5) (2016)
Aneta Jadwiga Florczyk, Stefano Ferri, Vasileios Syrris, Thomas Kemper, Matina Halkia, Pierre Soille, Martino Pesaresi
A New European Settlement Map From Optical Remotely Sensed Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (5) (2016)
Sérgio Freire, Thomas Kemper, Martino Pesaresi, Aneta J. Florczyk, Vasileios Syrris
Combining GHSL and GPW to improve global population mapping. IGARSS (2015)
Vasileios Syrris, Stefano Ferri, Daniele Ehrlich, Martino Pesaresi
Image Enhancement and Feature Extraction Based on Low-Resolution Satellite Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (5) (2015)
Stefano Ferri, Vasileios Syrris, Aneta J. Florczyk, Marco Scavazzon, Matina Halkia, Martino Pesaresi
A new map of the European settlements by automatic classification of 2.5m resolution SPOT data. IGARSS (2014)
Georgios K. Ouzounis, Vasileios Syrris, Martino Pesaresi
Multiscale quality assessment of Global Human Settlement Layer scenes against reference data using statistical learning. Pattern Recognit. Lett. 34 (14) (2013)
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
A Global Human Settlement Layer From Optical HR/VHR RS Data: Concept and First Results. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6 (5) (2013)