Browsing by Author "Kastanis, I."
Now showing items 1-4 of 4
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A Recurrent Neural Network (RNN) based approach for reliable classification of land usage from satellite imagery
Purwar, P.; Kastanis, I.; Rogotis, S.; Chatzipapadopoulos, F.; Schmid, P. A. E. (2019)An approach for simplifying the process of Neural Network model creation in the domain of land usage classification is presented in this work. The proposed method is a complete pipeline for cleaning the data using minimal ... -
A Reliable Approach for Pixel-Level Classification of Land usage from Spatio-Temporal Images
Purwar, P.; Rogotis, S.; Chatzipapadopoulus, F.; Kastanis, I. (2019)The ongoing advancements in deep learning, and exemplary results obtained for different problems using spatio-temporal satellite images, have made deep neural networks quite popular for analysing Earth Observation data. ... -
Prognostics and Health Management of Industrial Assets: Current Progress and Road Ahead
Biggio, L.; Kastanis, I. (2020-11) -
Self-supervised pre-training on industrial time-series
Biggio, L.; Kastanis, I. (2021-06)