Iason Katsamenis

According to our database, Iason Katsamenis authored at least 18 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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, Ioannis Vergados, Athanasios Kokkinis, Dimitrios Stefanakis, Theodoros Raptis, Stephanos Camarinopoulos

Proceedings of the 17th International Conference on PErvasive Technologies Related to Assistive Environments, 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

Proceedings of the 17th International Conference on PErvasive Technologies Related to Assistive Environments, 2024

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

Proceedings of the 17th International Conference on PErvasive Technologies Related to Assistive Environments, 2024

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

Deep transformer networks for precise pothole segmentation tasks.

Iason Katsamenis, Athanasios Sakelliou, Nikolaos Bakalos, Eftychios Protopapadakis, Christos Klaridopoulos, Nikolaos Frangakis, Matthaios Bimpas, Dimitris Kalogeras

Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments, 2023

Real time road defect monitoring from UAV visual data sources.

Iason Katsamenis, Nikolaos Bakalos, Eftychios Protopapadakis, Eleni Eirini Karolou, Georgios Kopsiaftis, Athanasios Voulodimos

Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments, 2023

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

Proceedings of the Advances in Visual Computing - 18th International Symposium, 2023

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, Rafael Lopez

Proceedings of the PETRA '22: The 15th International Conference on PErvasive Technologies Related to Assistive Environments, Corfu, Greece, 29 June 2022, 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

Proceedings of the Novel & Intelligent Digital Systems: Proceedings of the 2nd International Conference, 2022

Evaluating YOLO Transferability Limitation for Road Infrastructures Monitoring.

Iason Katsamenis, Agapi Davradou, Eleni Eirini Karolou, Eftychios Protopapadakis, Anastasios D. Doulamis, Nikolaos Doulamis, Dimitris Kalogeras

Proceedings of the Novel & Intelligent Digital Systems: Proceedings of the 2nd International Conference, 2022

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

Deep learning models for COVID-19 infected area segmentation in CT images.

Athanasios Voulodimos, Eftychios Protopapadakis, Iason Katsamenis, Anastasios D. Doulamis, Nikolaos Doulamis

Proceedings of the PETRA '21: The 14th PErvasive Technologies Related to Assistive Environments Conference, Virtual Event, Greece, 29 June, 2021

Man Overboard: Fall detection using spatiotemporal convolutional autoencoders in maritime environments.

Nikolaos Bakalos, Iason Katsamenis, Athanasios Voulodimos

Proceedings of the PETRA '21: The 14th PErvasive Technologies Related to Assistive Environments Conference, Virtual Event, Greece, 29 June, 2021

Unsupervised Man Overboard Detection Using Thermal Imagery and Spatiotemporal Autoencoders.

Nikolaos Bakalos, Iason Katsamenis, Eleni Eirini Karolou, Nikolaos Doulamis

Proceedings of the Novelties in Intelligent Digital Systems - Proceedings of the 1st International Conference (NiDS 2021), Athens, Greece, September 30, 2021

2020

Multi-label deep learning models for continuous monitoring of road infrastructures.

Eftychios Protopapadakis, Iason Katsamenis, Anastasios D. Doulamis

Proceedings of the PETRA '20: The 13th PErvasive Technologies Related to Assistive Environments Conference, Corfu, Greece, June 30, 2020

Man overboard event detection from RGB and thermal imagery: possibilities and limitations.

Iason Katsamenis, Eftychios Protopapadakis, Athanasios Voulodimos, Dimitris Dres, Dimitris Drakoulis

Proceedings of the PETRA '20: The 13th PErvasive Technologies Related to Assistive Environments Conference, Corfu, Greece, June 30, 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

Proceedings of the PCI 2020: 24th Pan-Hellenic Conference on Informatics, 2020

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

Proceedings of the Advances in Visual Computing - 15th International Symposium, 2020