Eleni Charou

According to our database, Eleni Charou authored at least 25 papers between 1999 and 2022.

Collaborative distances:

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

2022

Sentinel-2 Images at 2.5m Spatial Resolution via Deep-Learning: A Case Study in Zakythnos.

Antigoni Panagiotopoulou, Emmanuel Bratsolis, Lazaros Grammatikopoulos, Eleni Petsa, Eleni Charou, Konstantinos Poirazidis, Aristotelis Martinis, Nicholas Madamopoulos

Proceedings of the 14th IEEE Image, Video, and Multidimensional Signal Processing Workshop, 2022

2021

Class-Wise Principal Component Analysis for hyperspectral image feature extraction.

Dimitra Koumoutsou, Eleni Charou, Georgios Siolas, Giorgos Stamou

CoRR, 2021

Deep-Learning Based Super-Resolution of Sentinel-2 Images for Monitoring Supercentenarian Olive Trees.

Antigoni Panagiotopoulou, Eleni Charou, Konstantinos Poirazidis, Yorghos Voutos, Aristotelis Martinis, Lazaros Grammatikopoulos, Eleni Petsa, Emmanuel Bratsolis, Phivos Mylonas

Proceedings of the PCI 2021: 25th Pan-Hellenic Conference on Informatics, Volos, Greece, November 26, 2021

2020

Generating Elevation Surface from a Single RGB Remotely Sensed Image Using Deep Learning.

Emmanouil Panagiotou, Georgios Chochlakis, Lazaros Grammatikopoulos, Eleni Charou

Remote. Sens., 2020

Neural Style Transfer for Remote Sensing.

Maria Karatzoglidi, Georgios Felekis, Eleni Charou

CoRR, 2020

Very Deep Super-Resolution of Remotely Sensed Images with Mean Square Error and Var-norm Estimators as Loss Functions.

Antigoni Panagiotopoulou, Lazaros Grammatikopoulos, Eleni Charou, Emmanuel Bratsolis, Nicholas Madamopoulos, John Petrogonas

CoRR, 2020

Spatial Resolution Enhancement of Remote Sensing Mine Images using Deep Learning Techniques.

E. Zioga, Antigoni Panagiotopoulou, Marianthi Stefouli, Eleni Charou, Lazaros Grammatikopoulos, Emmanuel Bratsolis, Nicholas Madamopoulos

CoRR, 2020

Land Cover Semantic Segmentation Using ResUNet.

Vasilis Pollatos, Loukas Kouvaras, Eleni Charou

Proceedings of the Workshops of the 11th EETN Conference on Artificial Intelligence 2020 co-located with the 11th EETN Conference on Artificial Intelligence (SETN 2020), 2020

Procedural 3D Terrain Generation using Generative Adversarial Networks.

Emmanouil Panagiotou, Eleni Charou

Proceedings of the Workshops of the 11th EETN Conference on Artificial Intelligence 2020 co-located with the 11th EETN Conference on Artificial Intelligence (SETN 2020), 2020

A Deep Learning approach to Hyperspectral Image Classification using an improved Hybrid 3D-2D Convolutional Neural Network.

Dimitra Koumoutsou, Eleni Charou

Proceedings of the SETN 2020: 11th Hellenic Conference on Artificial Intelligence, 2020

Sentinel-2 and SPOT-7 Images in Machine Learning Frameworks for Super-Resolution.

Antigoni Panagiotopoulou, Lazaros Grammatikopoulos, Georgia Kalousi, Eleni Charou

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

2019

Sentinel-2 "low resolution band" optimization using Super-Resolution techniques: Lysimachia Lake pilot area of analysis.

Antigoni Panagiotopoulou, Eleni Charou, Marianthi Stefouli, Konstantinos Platis, Nicholas Madamopoulos, Emmanuel Bratsolis

Proceedings of the 10th International Conference on Information, 2019

Deep Learning for Agricultural Land Detection in Insular Areas.

Eleni Charou, George Felekis, Danai Bournou Stavroulopoulou, Maria Koutsoukou, Antigoni Panagiotopoulou, Yorghos Voutos, Emmanuel Bratsolis, Phivos Mylonas, Laurence Likforman-Sulem

Proceedings of the 10th International Conference on Information, 2019

2018

An IoT-Based Insular Monitoring Architecture for Smart Viticulture.

Yorghos Voutos, Phivos Mylonas, Evaggelos Spyrou, Eleni Charou

Proceedings of the 9th International Conference on Information, 2018

Comparison of Optimized Mathematical Methods in the Improvement of Raster Data and Map Display Resolution of Sentinel-2 Images.

Emmanuel Bratsolis, Antigoni Panagiotopoulou, Marianthi Stefouli, Eleni Charou, Nicholas Madamopoulos, Stavros J. Perantonis

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017

A Social Environmental Sensor Network Integrated within a Web GIS Platform.

Yorghos Voutos, Phivos Mylonas, Evaggelos Spyrou, Eleni Charou

J. Sens. Actuator Networks, 2017

2015

Comparative study of visual feature extraction methods for building retrieval on urban databases.

Evaggelos Spyrou, Anastasios L. Kesidis, P. Kolliopoulos, Theocharis Tsenoglou, Emmanuel Bratsolis, Sotirios Gyftakis, Eleni Charou, Nikolaos Vassilas

Proceedings of the 6th International Conference on Information, 2015

A dynamic model for environmentally safe shipping through the Aegean Sea.

Ioanna A. Koromila, Zoe Nivolianitou, Theodoros Giannakopoulos, Stavros J. Perantonis, Eleni Charou, Sotirios Gyftakis

Proceedings of the 6th International Conference on Information, 2015

A maritime data analytics platform for policy recommendation.

Sotirios Gyftakis, Theodoros Giannakopoulos, Angelos Makrygiorgos, Eleni Charou, Stavros J. Perantonis, Ioanna A. Koromila, Zoe Nivolianitou

Proceedings of the 6th International Conference on Information, 2015

Use of Sentinel-1 data for Maritime Domain Awareness: Preliminary results.

Eleni Charou, Emmanuel Bratsolis, Sotirios Gyftakis, Theodoros Giannakopoulos, Stavros J. Perantonis

Proceedings of the 6th International Conference on Information, 2015

2013

Comparative analysis of classification techniques for building block extraction using aerial imagery and LiDAR data.

Emmanuel Bratsolis, Sotirios Gyftakis, Eleni Charou, Nikolaos Vassilas

Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2013

Artificial Neural Network Approach for Land Cover Classification of Fused Hyperspectral and Lidar Data.

Paris Giampouras, Eleni Charou, Anastasios L. Kesidis

Proceedings of the Artificial Intelligence Applications and Innovations, 2013

2008

Software Life-Cycle for an Adaptive Geographical Information System.

Katerina Kabassi, Maria Virvou, Eleni Charou, Aristotelis Martinis

Proceedings of the SIGMAP 2008, 2008

Implementation Issues of a Knowledge-based Geographical Information System.

Katerina Kabassi, Eleni Charou, Aristotelis Martinis

Proceedings of the Knowledge-Based Software Engineering, 2008

1999

A New Methodology for Efficient Classification of Multispectral Satellite Images Using Neural Network Techniques.

Nikolaos Vassilas, Eleni Charou

Neural Process. Lett., 1999