Vassilia Karathanassi

Orcid: 0000-0002-8834-4734

According to our database1, Vassilia Karathanassi authored at least 33 papers between 2007 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Links

On csauthors.net:

Bibliography

2023
Soil moisture estimation from Sentinel-1 interferometric observations over arid regions.
Comput. Geosci., September, 2023

2022
A Combination of Machine Learning Algorithms for Marine Plastic Litter Detection Exploiting Hyperspectral PRISMA Data.
Remote. Sens., 2022

A Selection of Experiments for Understanding the Strengths of Time Series SAR Data Analysis for Finding the Drivers Causing Phenological Changes in Paphos Forest, Cyprus.
Remote. Sens., 2022

Time Series Analysis of Landsat Data for Investigating the Relationship between Land Surface Temperature and Forest Changes in Paphos Forest, Cyprus.
Remote. Sens., 2022

Fuzzy clustering for the within-season estimation of cotton phenology.
CoRR, 2022

Change Detection in VHR Imagery With Severe Co-Registration Errors Using Deep Learning: A Comparative Study.
IEEE Access, 2022

DataCAP: A Satellite Datacube and Crowdsourced Street-Level Images for the Monitoring of the Common Agricultural Policy.
Proceedings of the MultiMedia Modeling - 28th International Conference, 2022

A Data Cube of Big Satellite Image Time-Series for Agriculture Monitoring.
Proceedings of the 14th IEEE Image, Video, and Multidimensional Signal Processing Workshop, 2022

2021
Semantically Enriched Crop Type Classification and Linked Earth Observation Data to Support the Common Agricultural Policy Monitoring.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

A Scalable Machine Learning Pipeline for Paddy Rice Classification Using Multi-Temporal Sentinel Data.
Remote. Sens., 2021

Pansharpening PRISMA Data for Marine Plastic Litter Detection Using Plastic Indexes.
IEEE Access, 2021

Semi-Supervised Phenology Estimation in Cotton Parcels with Sentinel-2 Time-Series.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020
Data Fusion for Increasing Monitoring Capabilities of Sentinel Optical Data in Marine Environment.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Fine-Tuning Self-Organizing Maps for Sentinel-2 Imagery: Separating Clouds from Bright Surfaces.
Remote. Sens., 2020

Performance Analysis of Open Source Time Series InSAR Methods for Deformation Monitoring over a Broader Mining Region.
Remote. Sens., 2020

2019
Correction of the BRDF Effects on Sentinel-2 Ocean Images.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2016
Modified versions of SLIC algorithm for generating superpixels in hyperspectral images.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

2015
Assessing the quality of DSM from ALOS optical and radar data for automatic drainage extraction.
Earth Sci. Informatics, 2015

A methodology for outperforming filtering results in the interferometric process.
Proceedings of the SAR Image Analysis, 2015

2014
Estimation of the Number of Endmembers Using Robust Outlier Detection Method.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

2013
An Unsupervised Classification Approach for Polarimetric SAR Data Based on the Chernoff Distance for Complex Wishart Distribution.
IEEE Trans. Geosci. Remote. Sens., 2013

2012
Development of a Network-Based Method for Unmixing of Hyperspectral Data.
IEEE Trans. Geosci. Remote. Sens., 2012

New automated method for estimating the number of endmembers in hyperspectral images.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

Endmember labeling and Spectral Library building and updating based on hyperspectral images.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

A novel multiple endmember spectral mixture analysis using Spectral Angle Distance.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011
A multi-level segmentation methodology for dual-polarized SAR data.
Int. J. Appl. Earth Obs. Geoinformation, 2011

Oil spill thickness estimation using unmixing methods.
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011

Using principal component analysis for endmember extraction.
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011

2010
Detection of misallocated endmembers through the network based method.
Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010

2009
Independent Component Analysis for coastal water mapping using hyperspectral datasets.
Proceedings of the First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2009

2008
An Approach for Solving Rank-Deficient Systems That Enable Atmospheric Path Delay and Water Vapor Content Estimation.
IEEE Trans. Geosci. Remote. Sens., 2008

Land Cover Segmentation of ALOS Polarimetric SAR Data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

2007
Investigation of the Dual-Tree Complex and Shift-Invariant Discrete Wavelet Transforms on Quickbird Image Fusion.
IEEE Geosci. Remote. Sens. Lett., 2007


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