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Iason Katsamenis
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Deep learning models for COVID-19 infected area segmentation in CT images
A Voulodimos, E Protopapadakis, I Katsamenis, A Doulamis, N Doulamis
the 14th PErvasive technologies related to assistive environments conference …, 2021
1292021
Pixel-level corrosion detection on metal constructions by fusion of deep learning semantic and contour segmentation
I Katsamenis, E Protopapadakis, A Doulamis, N Doulamis, A Voulodimos
International Symposium on Visual Computing, 160-169, 2020
602020
Transfer learning for COVID-19 pneumonia detection and classification in chest X-ray images
I Katsamenis, E Protopapadakis, A Voulodimos, A Doulamis, N Doulamis
Proceedings of the 24th Pan-Hellenic Conference on Informatics, 170-174, 2020
452020
TraCon: A novel dataset for real-time traffic cones detection using deep learning
I Katsamenis, EE Karolou, A Davradou, E Protopapadakis, A Doulamis, ...
Novel & Intelligent Digital Systems Conferences, 382-391, 2022
332022
Simultaneous Precise Localization and Classification of metal rust defects for robotic-driven maintenance and prefabrication using residual attention U-Net
I Katsamenis, N Doulamis, A Doulamis, E Protopapadakis, A Voulodimos
Automation in Construction 137, 104182, 2022
322022
Man overboard event detection from RGB and thermal imagery: Possibilities and limitations
I Katsamenis, E Protopapadakis, A Voulodimos, D Dres, D Drakoulis
Proceedings of the 13th ACM International Conference on PErvasive …, 2020
272020
A few-shot U-Net deep learning model for lung cancer lesion segmentation via PET/CT imaging
NE Protonotarios, I Katsamenis, S Sykiotis, N Dikaios, GA Kastis, ...
Biomedical Physics & Engineering Express 8 (2), 025019, 2022
262022
Multi-label deep learning models for continuous monitoring of road infrastructures
E Protopapadakis, I Katsamenis, A Doulamis
Proceedings of the 13th ACM International Conference on PErvasive …, 2020
202020
Robotic maintenance of road infrastructures: The heron project
I Katsamenis, M Bimpas, E Protopapadakis, C Zafeiropoulos, D Kalogeras, ...
Proceedings of the 15th International Conference on PErvasive Technologies …, 2022
192022
Fall detection using multi-property spatiotemporal autoencoders in maritime environments
I Katsamenis, N Bakalos, EE Karolou, A Doulamis, N Doulamis
Technologies 10 (2), 47, 2022
92022
Man Overboard: Fall detection using spatiotemporal convolutional autoencoders in maritime environments
N Bakalos, I Katsamenis, A Voulodimos
Proceedings of the 14th PErvasive Technologies Related to Assistive …, 2021
62021
A Few-Shot Attention Recurrent Residual U-Net for Crack Segmentation
I Katsamenis, E Protopapadakis, N Bakalos, A Varvarigos, A Doulamis, ...
International Symposium on Visual Computing, 199-209, 2023
52023
Unsupervised Man Overboard Detection Using Thermal Imagery and Spatiotemporal Autoencoders
N Bakalos, I Katsamenis, EE Karolou, N Doulamis
1st International Conference on Novelties in Intelligent Digital Systems …, 2021
4*2021
Evaluating YOLO transferability limitation for road infrastructures monitoring
I Katsamenis, A Davradou, EE Karolou, E Protopapadakis, A Doulamis, ...
Novel & Intelligent Digital Systems Conferences, 349-358, 2022
32022
Deep transformer networks for precise pothole segmentation tasks
I Katsamenis, A Sakelliou, N Bakalos, E Protopapadakis, C Klaridopoulos, ...
Proceedings of the 16th International Conference on PErvasive Technologies …, 2023
22023
H2020 Project HERON
G Andreoli, F Schmidt, I Katsamenis, N Bakalos, H Oleynikova, M Cantero, ...
10th conference Transport Research Arena (TRA 2024), 2024
2024
Robotics-enabled roadwork maintenance and upgrading
N Bakalos, I Katsamenis, E Protopapadakis, CMP Montoliu, Y Handanos, ...
Robotics and Automation Solutions for Inspection and Maintenance in Critical …, 2024
2024
Real time road defect monitoring from UAV visual data sources
I Katsamenis, N Bakalos, E Protopapadakis, EE Karolou, G Kopsiaftis, ...
Proceedings of the 16th International Conference on PErvasive Technologies …, 2023
2023
A Few-Shot U-Net Deep Learning Model for COVID-19 Infected Area Segmentation in CT Images
A Voulodimos, E Protopapadakis, I Katsamenis, A Doulamis, N Doulamis
Sensors 21 (6), 2215, 2021
2021
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