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Vassilis Syrris
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Journal Articles
- 2024
- [j20]Martino Pesaresi
, Marcello Schiavina
Advances on the Global Human Settlement Layer by joint assessment of Earth Observation and population survey data. Int. J. Digit. Earth 17(1) (2024) - 2022
- [j19]Astrid Verhegghen
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): 1522 (2022) - 2021
- [j18]Vasileios Syrris, Dimitris Geneiatakis:
On machine learning effectiveness for malware detection in Android OS using static analysis data. J. Inf. Secur. Appl. 59: 102794 (2021) - [j17]Christina Corbane
Convolutional neural networks for global human settlements mapping from Sentinel-2 satellite imagery. Neural Comput. Appl. 33(12): 6697-6720 (2021) - [j16]Vasileios Syrris
Editorial of Special Issue "Machine and Deep Learning for Earth Observation Data Analysis". Remote. Sens. 13(14): 2758 (2021) - 2020
- [j15]Johannes H. Uhl
Exposing the urban continuum: implications and cross-comparison from an interdisciplinary perspective. Int. J. Digit. Earth 13(1): 22-44 (2020) - [j14]Christina Corbane
Application of the Symbolic Machine Learning to Copernicus VHR Imagery: The European Settlement Map. IEEE Geosci. Remote. Sens. Lett. 17(7): 1153-1157 (2020) - [j13]Vasileios Syrris
SatImNet: Structured and Harmonised Training Data for Enhanced Satellite Imagery Classification. Remote. Sens. 12(20): 3358 (2020) - [j12]Vasileios Syrris
Mosaicking Copernicus Sentinel-1 Data at Global Scale. IEEE Trans. Big Data 6(3): 547-557 (2020) - 2019
- [j11]Vasileios Syrris
Evaluation of the Potential of Convolutional Neural Networks and Random Forests for Multi-Class Segmentation of Sentinel-2 Imagery. Remote. Sens. 11(8): 907 (2019) - 2018
- [j10]Pierre Soille
A versatile data-intensive computing platform for information retrieval from big geospatial data. Future Gener. Comput. Syst. 81: 30-40 (2018) - 2017
- [j9]Carlos Santamaria, Marlene Alvarez, Harm Greidanus
Mass Processing of Sentinel-1 Images for Maritime Surveillance. Remote. Sens. 9(7): 678 (2017) - 2016
- [j8]Martino Pesaresi
Assessment of the Added-Value of Sentinel-2 for Detecting Built-up Areas. Remote. Sens. 8(4): 299 (2016) - [j7]Martino Pesaresi
A New Method for Earth Observation Data Analytics Based on Symbolic Machine Learning. Remote. Sens. 8(5): 399 (2016) - [j6]Aneta Jadwiga Florczyk, Stefano Ferri, Vasileios Syrris, Thomas Kemper
A New European Settlement Map From Optical Remotely Sensed Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(5): 1978-1992 (2016) - 2015
- [j5]Vasileios Syrris, Stefano Ferri, Daniele Ehrlich
Image Enhancement and Feature Extraction Based on Low-Resolution Satellite Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(5): 1986-1995 (2015) - 2013
- [j4]Georgios E. Vekris, Vassilis Syrris, Christos K. Manavis, Wamadeva Balachandran, Marios G. Hadjinicolaou, Nikolaos N. Kyriakoudis:
Application of Inductive Topological Transfer Function Generation for a Cascaded Low-Pass Filter. Circuits Syst. Signal Process. 32(6): 2667-2681 (2013) - [j3]Georgios K. Ouzounis
Multiscale quality assessment of Global Human Settlement Layer scenes against reference data using statistical learning. Pattern Recognit. Lett. 34(14): 1636-1647 (2013) - [j2]Martino Pesaresi
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): 2102-2131 (2013) - 2011
- [j1]Vassilis Syrris, Vassilios Petridis:
A lattice-based neuro-computing methodology for real-time human action recognition. Inf. Sci. 181(10): 1874-1887 (2011)
Conference and Workshop Papers
- 2021
- [c9]Sara Perez-Carabaza, Vasileios Syrris, Pieter Kempeneers, Pierre Soille
Crop Classification from Sentinel-2 Time Series with Temporal Convolutional Neural Networks. IGARSS 2021: 6500-6503 - [c8]Christina Corbane, Filip Sabo
Detection of Changes in Built-Up Areas with a Fully Convolutional Network in the Context of the European Settlement Map. IGARSS 2021: 6793-6796 - 2016
- [c7]Martino Pesaresi
The global human settlement layer from landsat imagery. IGARSS 2016: 7276-7279 - 2015
- [c6]Sérgio Freire
Combining GHSL and GPW to improve global population mapping. IGARSS 2015: 2541-2543 - 2014
- [c5]Daniele Ehrlich
Texture based built-up area extraction from Zi Yuan and spot imagery. IGARSS 2014: 525-528 - [c4]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: 1160-1163 - 2010
- [c3]Vassilis Syrris, Vassilios Petridis:
A hierarchical predictive scheme for incremental time-series classification. IJCNN 2010: 1-8 - 2008
- [c2]Vassilis Syrris, Vassilios Petridis:
Classification through hierarchical clustering and dimensionality reduction. IJCNN 2008: 1598-1603 - 2006
- [c1]Vassilios Petridis, John B. Theocharis, Vassilis Syrris:
Application of Fuzzy Lattice Neurocomputing (FLN) for Environmental Data Estimation. FUZZ-IEEE 2006: 337-343
Parts in Books or Collections
- 2010
- [p2]Vassilis Syrris:
Real-Time Recognition of Basic Human Actions. Machine Learning for Human Motion Analysis 2010: 152-169 - 2007
- [p1]Vassilios Petridis, Vassilis Syrris:
Machine Learning Techniques for Environmental Data Estimation. Computational Intelligence Based on Lattice Theory 2007: 195-214
Informal and Other Publications
- 2020
- [i2]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 abs/2006.03267 (2020) - [i1]Vasileios Syrris, Ondrej Pesek, Pierre Soille:
SatImNet: Structured and Harmonised Training Data for Enhanced Satellite Imagery Classification. CoRR abs/2006.10623 (2020)
Coauthor Index
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