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Iason Katsamenis
ORCID
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 18
Top Topics
Deep Learning
Top Venues
PETRA
CoRR
NiDS
ISVC (1)
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Publications
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Iason Katsamenis
,
Eftychios Protopapadakis
,
Nikolaos Bakalos
,
Anastasios D. Doulamis
,
Nikolaos Doulamis
,
Athanasios Voulodimos
A Few-Shot Attention Recurrent Residual U-Net for Crack Segmentation.
CoRR
(2023)
Iason Katsamenis
,
Athanasios Sakelliou
,
Nikolaos Bakalos
,
Eftychios Protopapadakis
,
Christos Klaridopoulos
,
Nikolaos Frangakis
,
Matthaios Bimpas
,
Dimitris Kalogeras
Deep transformer networks for precise pothole segmentation tasks.
PETRA
(2023)
Iason Katsamenis
,
Eftychios Protopapadakis
,
Nikolaos Bakalos
,
Andreas Varvarigos
,
Anastasios Doulamis
,
Nikolaos Doulamis
,
Athanasios Voulodimos
A Few-Shot Attention Recurrent Residual U-Net for Crack Segmentation.
ISVC (1)
(2023)
Iason Katsamenis
,
Nikolaos Bakalos
,
Eftychios Protopapadakis
,
Eleni Eirini Karolou
,
Georgios Kopsiaftis
,
Athanasios Voulodimos
Real time road defect monitoring from UAV visual data sources.
PETRA
(2023)
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
Robotic Maintenance of Road Infrastructures: The HERON Project.
PETRA
(2022)
Iason Katsamenis
,
Eleni Eirini Karolou
,
Agapi Davradou
,
Eftychios Protopapadakis
,
Anastasios D. Doulamis
,
Nikolaos Doulamis
,
Dimitris Kalogeras
TraCon: A Novel Dataset for Real-Time Traffic Cones Detection Using Deep Learning.
NiDS
(2022)
Iason Katsamenis
,
Agapi Davradou
,
Eleni Eirini Karolou
,
Eftychios Protopapadakis
,
Anastasios D. Doulamis
,
Nikolaos Doulamis
,
Dimitris Kalogeras
Evaluating YOLO Transferability Limitation for Road Infrastructures Monitoring.
NiDS
(2022)
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
Robotic Maintenance of Road Infrastructures: The HERON Project.
CoRR
(2022)
Iason Katsamenis
,
Eleni Eirini Karolou
,
Agapi Davradou
,
Eftychios Protopapadakis
,
Anastasios D. Doulamis
,
Nikolaos Doulamis
,
Dimitris Kalogeras
TraCon: A novel dataset for real-time traffic cones detection using deep learning.
CoRR
(2022)
Athanasios Voulodimos
,
Eftychios Protopapadakis
,
Iason Katsamenis
,
Anastasios D. Doulamis
,
Nikolaos Doulamis
A Few-Shot U-Net Deep Learning Model for COVID-19 Infected Area Segmentation in CT Images.
Sensors
21 (6) (2021)
Athanasios Voulodimos
,
Eftychios Protopapadakis
,
Iason Katsamenis
,
Anastasios D. Doulamis
,
Nikolaos Doulamis
Deep learning models for COVID-19 infected area segmentation in CT images.
PETRA
(2021)
Nikolaos Bakalos
,
Iason Katsamenis
,
Athanasios Voulodimos
Man Overboard: Fall detection using spatiotemporal convolutional autoencoders in maritime environments.
PETRA
(2021)
Nikolaos Bakalos
,
Iason Katsamenis
,
Eleni Eirini Karolou
,
Nikolaos Doulamis
Unsupervised Man Overboard Detection Using Thermal Imagery and Spatiotemporal Autoencoders.
NiDS
(2021)
Iason Katsamenis
,
Eftychios Protopapadakis
,
Athanasios Voulodimos
,
Anastasios D. Doulamis
,
Nikolaos Doulamis
Transfer Learning for COVID-19 Pneumonia Detection and Classification in Chest X-ray Images.
PCI
(2020)
Iason Katsamenis
,
Eftychios Protopapadakis
,
Anastasios D. Doulamis
,
Nikolaos Doulamis
,
Athanasios Voulodimos
Pixel-Level Corrosion Detection on Metal Constructions by Fusion of Deep Learning Semantic and Contour Segmentation.
ISVC (1)
(2020)
Iason Katsamenis
,
Eftychios Protopapadakis
,
Anastasios D. Doulamis
,
Nikolaos Doulamis
,
Athanasios Voulodimos
Pixel-level Corrosion Detection on Metal Constructions by Fusion of Deep Learning Semantic and Contour Segmentation.
CoRR
(2020)
Iason Katsamenis
,
Eftychios Protopapadakis
,
Athanasios Voulodimos
,
Dimitris Dres
,
Dimitris Drakoulis
Man overboard event detection from RGB and thermal imagery: possibilities and limitations.
PETRA
(2020)
Eftychios Protopapadakis
,
Iason Katsamenis
,
Anastasios D. Doulamis
Multi-label deep learning models for continuous monitoring of road infrastructures.
PETRA
(2020)