Iason Katsamenis

21 papers Journal 5Unranked 16

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	A Deep Learning Framework for Segmentation of Road Defects Using ResUNet-a. PETRA Iason Katsamenis, George Kopsiaftis, Athanasios Voulodimos, Ioannis Rallis, Ioannis Georgoulas, Charalampos Zafeiropoulos, Anastasios Doulamis
2024	—	`conf`	IKAROS: a UAV-based integrated system for monitoring road defects and managing vehicle traffic and emergencies on road transport networks. PETRA 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
2024	—	`conf`	UAV-based Localization of Removable Urban Pavement Elements Through Deep Object Detection Methods. PETRA Iason Katsamenis, Grégory Andreoli, Margarita Skamantzari, Nikolaos Bakalos, Franziska Schmidt, Thierry Sedran, Nikolaos Doulamis, Eftychios Protopapadakis, Dimitris Kalogeras
2023	—	`conf`	A Few-Shot Attention Recurrent Residual U-Net for Crack Segmentation. ISVC (1) Iason Katsamenis, Eftychios Protopapadakis, Nikolaos Bakalos, Andreas Varvarigos, Anastasios Doulamis, Nikolaos Doulamis, Athanasios Voulodimos
2023	J	`jnl`	A Few-Shot Attention Recurrent Residual U-Net for Crack Segmentation. CoRR Iason Katsamenis, Eftychios Protopapadakis, Nikolaos Bakalos, Anastasios D. Doulamis, Nikolaos Doulamis, Athanasios Voulodimos
2023	—	`conf`	Deep transformer networks for precise pothole segmentation tasks. PETRA Iason Katsamenis, Athanasios Sakelliou, Nikolaos Bakalos, Eftychios Protopapadakis, Christos Klaridopoulos, Nikolaos Frangakis, Matthaios Bimpas, Dimitris Kalogeras
2023	—	`conf`	Real time road defect monitoring from UAV visual data sources. PETRA Iason Katsamenis, Nikolaos Bakalos, Eftychios Protopapadakis, Eleni Eirini Karolou, Georgios Kopsiaftis, Athanasios Voulodimos
2022	—	`conf`	Evaluating YOLO Transferability Limitation for Road Infrastructures Monitoring. NiDS Iason Katsamenis, Agapi Davradou, Eleni Eirini Karolou, Eftychios Protopapadakis, Anastasios D. Doulamis, Nikolaos Doulamis, Dimitris Kalogeras
2022	—	`conf`	Robotic Maintenance of Road Infrastructures: The HERON Project. PETRA 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
2022	J	`jnl`	Robotic Maintenance of Road Infrastructures: The HERON Project. CoRR 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
2022	—	`conf`	TraCon: A Novel Dataset for Real-Time Traffic Cones Detection Using Deep Learning. NiDS Iason Katsamenis, Eleni Eirini Karolou, Agapi Davradou, Eftychios Protopapadakis, Anastasios D. Doulamis, Nikolaos Doulamis, Dimitris Kalogeras
2022	J	`jnl`	TraCon: A novel dataset for real-time traffic cones detection using deep learning. CoRR Iason Katsamenis, Eleni Eirini Karolou, Agapi Davradou, Eftychios Protopapadakis, Anastasios D. Doulamis, Nikolaos Doulamis, Dimitris Kalogeras
2021	J	`jnl`	A Few-Shot U-Net Deep Learning Model for COVID-19 Infected Area Segmentation in CT Images. Sensors Athanasios Voulodimos, Eftychios Protopapadakis, Iason Katsamenis, Anastasios D. Doulamis, Nikolaos Doulamis
2021	—	`conf`	Deep learning models for COVID-19 infected area segmentation in CT images. PETRA Athanasios Voulodimos, Eftychios Protopapadakis, Iason Katsamenis, Anastasios D. Doulamis, Nikolaos Doulamis
2021	—	`conf`	Man Overboard: Fall detection using spatiotemporal convolutional autoencoders in maritime environments. PETRA Nikolaos Bakalos, Iason Katsamenis, Athanasios Voulodimos
2021	—	`conf`	Unsupervised Man Overboard Detection Using Thermal Imagery and Spatiotemporal Autoencoders. NiDS Nikolaos Bakalos, Iason Katsamenis, Eleni Eirini Karolou, Nikolaos Doulamis
2020	—	`conf`	Man overboard event detection from RGB and thermal imagery: possibilities and limitations. PETRA Iason Katsamenis, Eftychios Protopapadakis, Athanasios Voulodimos, Dimitris Dres, Dimitris Drakoulis
2020	—	`conf`	Multi-label deep learning models for continuous monitoring of road infrastructures. PETRA Eftychios Protopapadakis, Iason Katsamenis, Anastasios D. Doulamis
2020	—	`conf`	Pixel-Level Corrosion Detection on Metal Constructions by Fusion of Deep Learning Semantic and Contour Segmentation. ISVC (1) Iason Katsamenis, Eftychios Protopapadakis, Anastasios D. Doulamis, Nikolaos Doulamis, Athanasios Voulodimos
2020	J	`jnl`	Pixel-level Corrosion Detection on Metal Constructions by Fusion of Deep Learning Semantic and Contour Segmentation. CoRR Iason Katsamenis, Eftychios Protopapadakis, Anastasios D. Doulamis, Nikolaos Doulamis, Athanasios Voulodimos
2020	—	`conf`	Transfer Learning for COVID-19 Pneumonia Detection and Classification in Chest X-ray Images. PCI Iason Katsamenis, Eftychios Protopapadakis, Athanasios Voulodimos, Anastasios D. Doulamis, Nikolaos Doulamis