Vassilis Syrris

According to our database, Vassilis Syrris authored at least 30 papers between 2006 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

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.

Astrid Verhegghen, Klara Kuzelova, Vasileios Syrris, Hugh Eva, Frédéric Achard

Remote. Sens., 2022

2021

Editorial of Special Issue "Machine and Deep Learning for Earth Observation Data Analysis".

Vasileios Syrris, Sveinung Loekken

Remote. Sens., 2021

Convolutional neural networks for global human settlements mapping from Sentinel-2 satellite imagery.

Christina Corbane, Vasileios Syrris, Filip Sabo, Panagiotis Politis, Michele Melchiorri, Martino Pesaresi, Pierre Soille, Thomas Kemper

Neural Comput. Appl., 2021

On machine learning effectiveness for malware detection in Android OS using static analysis data.

Vasileios Syrris, Dimitris Geneiatakis

J. Inf. Secur. Appl., 2021

Crop Classification from Sentinel-2 Time Series with Temporal Convolutional Neural Networks.

Sara Perez-Carabaza, Vasileios Syrris, Pieter Kempeneers, Pierre Soille

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Detection of Changes in Built-Up Areas with a Fully Convolutional Network in the Context of the European Settlement Map.

Christina Corbane, Filip Sabo, Panagiotis Politis, Vasileios Syrris

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020

Mosaicking Copernicus Sentinel-1 Data at Global Scale.

Vasileios Syrris, Christina Corbane, Martino Pesaresi, Pierre Soille

IEEE Trans. Big Data, 2020

SatImNet: Structured and Harmonised Training Data for Enhanced Satellite Imagery Classification.

Vasileios Syrris, Ondrej Pesek, Pierre Soille

Remote. Sens., 2020

Application of the Symbolic Machine Learning to Copernicus VHR Imagery: The European Settlement Map.

Christina Corbane, Filip Sabo, Vassilis Syrris, Thomas Kemper, Panagiotis Politis, Martino Pesaresi, Pierre Soille, Kenji Ose

IEEE Geosci. Remote. Sens. Lett., 2020

Exposing the urban continuum: implications and cross-comparison from an interdisciplinary perspective.

Johannes H. Uhl, Hamidreza Zoraghein, Stefan Leyk, Deborah Balk, Christina Corbane, Vasileios Syrris, Aneta J. Florczyk

Int. J. Digit. Earth, 2020

2019

Evaluation of the Potential of Convolutional Neural Networks and Random Forests for Multi-Class Segmentation of Sentinel-2 Imagery.

Vasileios Syrris, Paul Hasenohr, Blagoj Delipetrev, Alexander Kotsev, Pieter Kempeneers, Pierre Soille

Remote. Sens., 2019

2018

A versatile data-intensive computing platform for information retrieval from big geospatial data.

Pierre Soille, A. Burger, D. De Marchi, Pieter Kempeneers, D. Rodriguez, Vassilis Syrris, V. Vasilev

Future Gener. Comput. Syst., 2018

2017

Mass Processing of Sentinel-1 Images for Maritime Surveillance.

Carlos Santamaria, Marlene Alvarez, Harm Greidanus, Vasileios Syrris, Pierre Soille, Pietro Argentieri

Remote. Sens., 2017

2016

A New European Settlement Map From Optical Remotely Sensed Data.

Aneta Jadwiga Florczyk, Stefano Ferri, Vasileios Syrris, Thomas Kemper, Matina Halkia, Pierre Soille, Martino Pesaresi

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

A New Method for Earth Observation Data Analytics Based on Symbolic Machine Learning.

Martino Pesaresi, Vasileios Syrris, Andreea Julea

Remote. Sens., 2016

Assessment of the Added-Value of Sentinel-2 for Detecting Built-up Areas.

Martino Pesaresi, Christina Corbane, Andreea Julea, Aneta J. Florczyk, Vasileios Syrris, Pierre Soille

Remote. Sens., 2016

The global human settlement layer from landsat imagery.

Martino Pesaresi, Daniele Ehrlich, Aneta J. Florczyk, Sérgio Freire, Andreea Julea, Thomas Kemper, Vassilis Syrris

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015

Image Enhancement and Feature Extraction Based on Low-Resolution Satellite Data.

Vasileios Syrris, Stefano Ferri, Daniele Ehrlich, Martino Pesaresi

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Combining GHSL and GPW to improve global population mapping.

Sérgio Freire, Thomas Kemper, Martino Pesaresi, Aneta J. Florczyk, Vasileios Syrris

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014

A new map of the European settlements by automatic classification of 2.5m resolution SPOT data.

Stefano Ferri, Vasileios Syrris, Aneta J. Florczyk, Marco Scavazzon, Matina Halkia, Martino Pesaresi

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Texture based built-up area extraction from Zi Yuan and spot imagery.

Daniele Ehrlich, Linlin Lu, Martino Pesaresi, Huadong Guo, Vassilis Syrris, Thomas Kemper, Panagiotis Politis

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2013

A Global Human Settlement Layer From Optical HR/VHR RS Data: Concept and First Results.

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

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013

Multiscale quality assessment of Global Human Settlement Layer scenes against reference data using statistical learning.

Georgios K. Ouzounis, Vasileios Syrris, Martino Pesaresi

Pattern Recognit. Lett., 2013

Application of Inductive Topological Transfer Function Generation for a Cascaded Low-Pass Filter.

Georgios E. Vekris, Vassilis Syrris, Christos K. Manavis, Wamadeva Balachandran, Marios G. Hadjinicolaou, Nikolaos N. Kyriakoudis

Circuits Syst. Signal Process., 2013

2011

A lattice-based neuro-computing methodology for real-time human action recognition.

Vassilis Syrris, Vassilios Petridis

Inf. Sci., 2011

2010

A hierarchical predictive scheme for incremental time-series classification.

Vassilis Syrris, Vassilios Petridis

Proceedings of the International Joint Conference on Neural Networks, 2010

Real-Time Recognition of Basic Human Actions.

Vassilis Syrris

Proceedings of the Machine Learning for Human Motion Analysis - Theory and Practice., 2010

2008

Classification through hierarchical clustering and dimensionality reduction.

Vassilis Syrris, Vassilios Petridis

Proceedings of the International Joint Conference on Neural Networks, 2008

2007

Machine Learning Techniques for Environmental Data Estimation.

Vassilios Petridis, Vassilis Syrris

Proceedings of the Computational Intelligence Based on Lattice Theory, 2007

2006

Application of Fuzzy Lattice Neurocomputing (FLN) for Environmental Data Estimation.

Vassilios Petridis, John B. Theocharis, Vassilis Syrris

Proceedings of the IEEE International Conference on Fuzzy Systems, 2006