Grigorios Tsagkatakis

Grigorios Tsagkatakis

Grigorios Tsagkatakis

Assistant Professor

Institute of Computer Science, Foundation for Research and Technology – Hellas

Dr. Grigorios Tsagkatakis (g. male) received his Diploma and M.S. degrees in Electronics and Computer Engineering from the Technical University of Crete, Greece in 2005 and 2007 respectively, and his Ph.D. in Imaging Science from the Rochester Institute of Technology, New York, in 2011. Since 2011 he has been an associate researcher at the Signal Processing Laboratory at FORTH-ICS while currently is a Marie Skłodowska-Curie fellow working with Prof. Mahta Moghaddam at the University of Southern California. His research focuses on signal processing and machine learning for analysis of scientific data, focusing on Earth Observation, Astrophysics and Neuroscience. He has co-authored more than 80 peer-reviewed conferences, journals and book chapters, while he has been awarded three best paper awards (Image Processing: Algorithms and Systems Conference, EI Symposium ’18, Image Sensors and Imaging Systems Conference, EI symposium ’16, Western New York Image Processing Workshop ‘10).


Selected Publications:

Tsagkatakis, Grigorios ; Moghaddam, Mahta ; Tsakalides, Panagiotis
Deep multi-modal satellite and in-situ observation fusion for Soil Moisture retrieval
IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2021), pp. 6339–6342

A Aidini, G Tsagkatakis, P Tsakalides
Tensor Decomposition Learning for Compression of Multidimensional Signals
IEEE Journal of Selected Topics in Signal Processing, 2021

G Vernardos, G Tsagkatakis, Y Pantazis
Quantifying the structure of strong gravitational lens potentials with uncertainty-aware deep neural networks
Monthly Notices of the Royal Astronomical Society 499 (4), 5641-5652

Tsagkatakis, Grigorios ; Aidini, Anastasia ; Fotiadou, Konstantina ; Giannopoulos, Michalis ; Pentari, Anastasia ; Tsakalides, Panagiotis
Survey of Deep-Learning Approaches for Remote Sensing Observation Enhancement
Sensors, 19 (18), pp. 3929, 2019.

Methods for tracking objects using random projections, distance learning and a hybrid template library and apparatuses
thereof, G Tsagkatakis, A Savakis, US Patent 8,873,798, 2014

Selected Projects:

Email Address: greg [at] ics [dot] forth [dot] gr

Postal Address: FORTH-ICS, N. Plastira 100, Vassilika Vouton, GR 700 13 Heraklion, Crete, Greece

Telephone Number: +30 2811 392.725

Email Address: greg [at] ics [dot] forth [dot] gr

Postal Address: FORTH-ICS, N. Plastira 100, Vassilika Vouton, GR 700 13 Heraklion, Crete, Greece

Telephone Number: +30 2811 392.725

Website:  //users.ics.forth.gr/~greg/