Iason Katsamenis

Institute of Communication and Computer Systems — Greece

Engineering · Physical Sciences

11h-index487citations30works1.62yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Infrastructure Maintenance and Monitoring(17), COVID-19 diagnosis using AI(6), Asphalt Pavement Performance Evaluation(5), Non-Destructive Testing Techniques(5), Radiomics and Machine Learning in Medical Imaging(5)

Publications30 total

DORIE: Dataset of Road Infrastructure Elements—A Benchmark of YOLO Architectures for Real-Time Patrol Vehicle Monitoring
Sensors·2025· 2 citedOpen Access
Caractérisation des chaussées urbaines démontables : traitement des données par IA
SPIRE - Sciences Po Institutional REpository·2024
Automated Inspection and Repair of Road Infrastructure – Progress of the European HERON Project
SPIRE - Sciences Po Institutional REpository·2024
A Deep Learning Framework for Segmentation of Road Defects Using ResUNet-a
2024· 4 citedOpen Access
UAV-based Localization of Removable Urban Pavement Elements Through Deep Object Detection Methods
2024· 2 citedOpen Access
IKAROS: a UAV-based integrated system for monitoring road defects and managing vehicle traffic and emergencies on road transport networks
2024· 1 citedOpen Access
Chapter 11. Robotics-Enabled Roadwork Maintenance and Upgrading
2024· 2 citedOpen Access
Deep transformer networks for precise pothole segmentation tasks
2023· 15 citedOpen Access
Real time road defect monitoring from UAV visual data sources
2023· 11 citedOpen Access
A Few-Shot Attention Recurrent Residual U-Net for Crack Segmentation
arXiv (Cornell University)·2023Open Access
A Few-Shot Attention Recurrent Residual U-Net for Crack Segmentation
Lecture notes in computer science·2023· 20 cited
TraCon: A Novel Dataset for Real-Time Traffic Cones Detection Using Deep Learning
Lecture notes in networks and systems·2022· 36 cited
Evaluating YOLO Transferability Limitation for Road Infrastructures Monitoring
Lecture notes in networks and systems·2022· 7 cited
Robotic Maintenance of Road Infrastructures: The HERON Project
2022· 24 cited
TraCon: A novel dataset for real-time traffic cones detection using deep learning
arXiv (Cornell University)·2022· 7 citedOpen Access
Robotic Maintenance of Road Infrastructures: The HERON Project
arXiv (Cornell University)·2022· 3 citedOpen Access
Fall Detection Using Multi-Property Spatiotemporal Autoencoders in Maritime Environments
Technologies·2022· 9 citedOpen Access
Simultaneous Precise Localization And Classification of metal rust defects for robotic-driven maintenance and prefabrication using residual attention U-Net
Automation in Construction·2022· 61 cited
A few-shot U-Net deep learning model for lung cancer lesion segmentation via PET/CT imaging
Biomedical Physics & Engineering Express·2022· 55 cited
Unsupervised Man Overboard Detection Using Thermal Imagery and Spatiotemporal Autoencoders
Frontiers in artificial intelligence and applications·2021· 4 citedOpen Access
page 1 of 2Next →

Frequent Co-authors

Eftychios Protopapadakis(22), Nikolaos Doulamis(19), Anastasios Doulamis(16), Athanasios Voulodimos(14), Nikolaos Bakalos(13), Dimitris Kalogeras(8), Eleni Eirini Karolou(7), Anastasios Doulamis(4), Charalampos Zafeiropoulos(4), Carlos Martín-Portugués Montoliu(4), Franziska Schmidt(4), Miquel Cantero(4), Agapi Davradou(3), Yannis Handanos(3), George Kopsiaftis(3), Ioannis Rallis(3), G. Andreoli(3), Thierry Sedran(3), Matthaios Bimpas(2), Lionel Ott(2)