Remote Sensing and Machine Learning
The research activities of the group are:
a) Design and implementation of sensor systems for Earth-Atmosphere-Sea observations,
b) Dynamical modeling of physical systems and model development,
c) Development of novel data analysis algorithms for extracting and storing sensor data,
d) Development of databases for Earth observation and monitoring,
e) Adaptive estimation of digital signals and systems,
f) Pattern recognition of signals and images,
g) Dompressive sensing and sparse signal representations,
h) Development of processing methods of imaging spectroscopy data (hyperspectral imaging).
Furthermore, a substantial effort is invested in producing new complex value added products, such as
a) Temporal mapping of the earth,
b) Monitoring changes in sensitive ecosystems and human environment as a result of climate change and economic activity,
c) Natural disaster management (forest fires, floods, earthquakes, volcanic activity, air pollution) and e) monitoring the Urban Heat Island phenomenon,
d) Study of Urban Heat Island phenomena,
e) Identification and mapping of mineralogical/chemical composition of terrestrial surfaces, mineral exploration (Earth and planetary).
Scientific Team Members
Permanent
Amiridis Vassilis, Elias Panagiotis, Keramitsoglou Iphigenia, Kontoes Charalampos, Koutroumbas Konstantinos, Paronis Dimitrios, Sifakis Nicolas, Sykioti Olga, Marinou Eleni
Adjunct Researchers
Kiranoudis Christos
Postdocs
Tsekeri Alexandra, Gikas Antonis, Sismanidis Panagiotis, Mallios Sotirios, Proestakis Emmanouil, Rizos Konstantinos, Voudouri Kalliopi Artemis, Kartsios Stergios, Drosoglou Theano, Gialitaki Anna, Mermigkas Marios, Kampouri Anna, Paschou Peristera, Ioanna Tsikoudi
Graduate Students
Kouklaki Dimitra, Drakaki Eleni, Tsichla Maria, Papachristopoulou Kyriakoula, Georgiou Thanasis, Pantazi Anastasia, Bantouna Areti
Support Staff
Kaskara Maria, Herekakis Themistocles, Papatheochari Stavroula, Sitokonstantinou Vassilis, Τσούνη Αλεξία, Christia Eleni, Metallinos Spyridon, Mavropoulou Ioanna, Katoufas Georgios, Asimakopoulou Niki, Spyrakos Vassilis, Kourantos Thanasis, Karatairi Eva, Charchalakis Giorgos
