no code implementations • 9 Feb 2024 • Ioannis N. Tzortzis, Konstantinos Makantasis, Ioannis Rallis, Nikolaos Bakalos, Anastasios Doulamis, Nikolaos Doulamis
We repeat the student training procedure by providing the assistance of the teacher model this time.
no code implementations • 2 Mar 2023 • Iason Katsamenis, Eftychios Protopapadakis, Nikolaos Bakalos, Anastasios Doulamis, Nikolaos Doulamis, Athanasios Voulodimos
Recent studies indicate that deep learning plays a crucial role in the automated visual inspection of road infrastructures.
no code implementations • 25 Jul 2022 • Constantine Maganaris, Eftychios Protopapadakis, Nikolaos Bakalos, Nikolaos Doulamis, Dimitris Kalogeras, Aikaterini Angeli
In this paper, we investigate the transferability limitations when using deep learning models, for semantic segmentation of pneumonia-infected areas in CT images.
no code implementations • 4 May 2022 • Constantine Maganaris, Eftychios Protopapadakis, Nikolaos Bakalos, Nikolaos Doulamis, Dimitris Kalogeras, Aikaterini Angeli
Recent studies indicate that detecting radiographic patterns on CT scans can yield high sensitivity and specificity for Covid-19 localization.
no code implementations • 17 Apr 2020 • Konstantinos Makantasis, Athanasios Voulodimos, Anastasios Doulamis, Nikolaos Bakalos, Nikolaos Doulamis
Recent advances in sensing technologies require the design and development of pattern recognition models capable of processing spatiotemporal data efficiently.