Pixel-Level Corrosion Detection on Metal Constructions by Fusion of Deep Learning Semantic and Contour Segmentation. - Iason Katsamenis; Eftychios Protopapadakis; Anastasios D. Doulamis; Nikolaos Doulamis; Athanasios Voulodimos (ISVC (1), 2020)

Transfer Learning for COVID-19 Pneumonia Detection and Classification in Chest X-ray Images. - Iason Katsamenis; Eftychios Protopapadakis; Athanasios Voulodimos; Anastasios D. Doulamis; Nikolaos Doulamis (PCI, 2020)

Man overboard event detection from RGB and thermal imagery: possibilities and limitations. - Iason Katsamenis; Eftychios Protopapadakis; Athanasios Voulodimos; Dimitris Dres; Dimitris Drakoulis (PETRA, 2020)

Multi-label deep learning models for continuous monitoring of road infrastructures. - Eftychios Protopapadakis; Iason Katsamenis; Anastasios D. Doulamis (PETRA, 2020)

Unsupervised Man Overboard Detection Using Thermal Imagery and Spatiotemporal Autoencoders. - Nikolaos Bakalos; Iason Katsamenis; Eleni Eirini Karolou; Nikolaos Doulamis (NiDS, 2021)

Man Overboard: Fall detection using spatiotemporal convolutional autoencoders in maritime environments. - Nikolaos Bakalos; Iason Katsamenis; Athanasios Voulodimos (PETRA, 2021)

Deep learning models for COVID-19 infected area segmentation in CT images. - Athanasios Voulodimos; Eftychios Protopapadakis; Iason Katsamenis; Anastasios D. Doulamis; Nikolaos Doulamis (PETRA, 2021)

A Few-Shot U-Net Deep Learning Model for COVID-19 Infected Area Segmentation in CT Images. - Athanasios Voulodimos; Eftychios Protopapadakis; Iason Katsamenis; Anastasios D. Doulamis; Nikolaos Doulamis (Sensors, 2021)

Evaluating YOLO Transferability Limitation for Road Infrastructures Monitoring. - Iason Katsamenis; Agapi Davradou; Eleni Eirini Karolou; Eftychios Protopapadakis; Anastasios D. Doulamis; Nikolaos Doulamis; Dimitris Kalogeras (NiDS, 2022)

TraCon: A Novel Dataset for Real-Time Traffic Cones Detection Using Deep Learning. - Iason Katsamenis; Eleni Eirini Karolou; Agapi Davradou; Eftychios Protopapadakis; Anastasios D. Doulamis; Nikolaos Doulamis; Dimitris Kalogeras (NiDS, 2022)

Robotic Maintenance of Road Infrastructures: The HERON Project. - Iason Katsamenis; Matthaios Bimpas; Eftychios Protopapadakis; Charalampos Zafeiropoulos; Dimitris Kalogeras; Anastasios D. Doulamis; Nikolaos Doulamis; Carlos Martín-Portugués Montoliu; Yannis Handanos; Franziska Schmidt; Lionel Ott; Miquel Cantero; et al. (PETRA, 2022)

A Few-Shot Attention Recurrent Residual U-Net for Crack Segmentation. - Iason Katsamenis; Eftychios Protopapadakis; Nikolaos Bakalos; Andreas Varvarigos; Anastasios Doulamis; Nikolaos Doulamis; Athanasios Voulodimos (ISVC (1), 2023)

Real time road defect monitoring from UAV visual data sources. - Iason Katsamenis; Nikolaos Bakalos; Eftychios Protopapadakis; Eleni Eirini Karolou; Georgios Kopsiaftis; Athanasios Voulodimos (PETRA, 2023)

Deep transformer networks for precise pothole segmentation tasks. - Iason Katsamenis; Athanasios Sakelliou; Nikolaos Bakalos; Eftychios Protopapadakis; Christos Klaridopoulos; Nikolaos Frangakis; Matthaios Bimpas; Dimitris Kalogeras (PETRA, 2023)

A Few-Shot Attention Recurrent Residual U-Net for Crack Segmentation. - Iason Katsamenis; Eftychios Protopapadakis; Nikolaos Bakalos; Anastasios D. Doulamis; Nikolaos Doulamis; Athanasios Voulodimos (CoRR, 2023)

UAV-based Localization of Removable Urban Pavement Elements Through Deep Object Detection Methods. - Iason Katsamenis; Grégory Andreoli; Margarita Skamantzari; Nikolaos Bakalos; Franziska Schmidt; Thierry Sedran; Nikolaos Doulamis; Eftychios Protopapadakis; Dimitris Kalogeras (PETRA, 2024)

A Deep Learning Framework for Segmentation of Road Defects Using ResUNet-a. - Iason Katsamenis; George Kopsiaftis; Athanasios Voulodimos; Ioannis Rallis; Ioannis Georgoulas; Charalampos Zafeiropoulos; Anastasios Doulamis (PETRA, 2024)

IKAROS: a UAV-based integrated system for monitoring road defects and managing vehicle traffic and emergencies on road transport networks. - George Kopsiaftis; Iason Katsamenis; Ioannis Rallis; Nikolaos Bakalos; Charalampos Zafeiropoulos; Ioannis Georgoulas; Ioannis Kourtis; Ioannis Kavouras; Ioannis Markoulidakis; Eleni Eirini Karolou; Kyriaki Chiona; Panagiotis Panetsos; et al. (PETRA, 2024)