Nikolaos Bakalos

37 papers A 1B 4C 1Misc 1Journal 12Unranked 17

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A vision-based framework and dataset for human behavior understanding in industrial assembly lines. Comput. Vis. Image Underst. Konstantinos E. Papoutsakis, Nikolaos Bakalos, Athena Zacharia, Konstantinos Fragkoulis, Georgia Kapetadimitri, Maria Pateraki
2025	B	`conf`	Edge-Optimized Non-Intrusive Load Monitoring Using Dependency Graph-Based Structural Pruning. IJCNN Sotirios Athanasoulias, Nikolaos Temenos, Ioannis Rallis, Nikolaos Bakalos, Nikolaos Doulamis
2024	—	`conf`	A Vision-Based Framework for Human Behavior Understanding in Industrial Assembly Lines. ECCV Workshops (13) Konstantinos E. Papoutsakis, Nikolaos Bakalos, Konstantinos Fragkoulis, Athena Zacharia, Georgia Kapetadimitri, Maria Pateraki
2024	J	`jnl`	A vision-based framework for human behavior understanding in industrial assembly lines. CoRR Konstantinos E. Papoutsakis, Nikolaos Bakalos, Konstantinos Fragkoulis, Athena Zacharia, Georgia Kapetadimitri, Maria Pateraki
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	J	`jnl`	Learning using privileged information for segmenting tumors on digital mammograms. CoRR Ioannis N. Tzortzis, Konstantinos Makantasis, Ioannis Rallis, Nikolaos Bakalos, Anastasios Doulamis, Nikolaos Doulamis
2024	A	`conf`	SECURED for Health: Scaling Up Privacy to Enable the Integration of the European Health Data Space. DATE Francesco Regazzoni, Gergely Ács, Albert Zoltan Aszalos, Christos Avgerinos, Nikolaos Bakalos, Josep Lluis Berral, Joppe W. Bos, Marco Brohet, Andrés G. Castillo Sanz, Gareth T. Davies, Stefanos Florescu, Pierre-Elisée Flory, Alberto Gutierrez-Torre, Evangelos Haleplidis, Alice Héliou, Sotirios Ioannidis, Alexander Islam El-Kady, Katarzyna Kapusta, Konstantina Karagianni, Pieter Kruizinga, Kyrian Maat, Zoltán Ádám Mann, Kalliopi Mastoraki, SeoJeong Moon, Maja Nisevic, Balázs Pejó, Kostas Papagiannopoulos, Vassilis Paliouras, Paolo Palmieri, Francesca Palumbo, Juan Carlos Pérez Baun, Péter Pollner, Eduard Porta-Pardo, Luca Pulina, Muhammad Ali Siddiqi, Daniela Spajic, Christos Strydis, Georgios Tasopoulos, Vincent Thouvenot, Christos Tselios, Apostolos P. Fournaris
2024	C	`conf`	Segmentation of Remote Sensing Data with Missing Modalities Through Prototype Knowledge Distillation. IGARSS Nikolaos Bakalos, Stavros Sykiotis, Anastasios Temenos, Ioannis Rallis, Anastasios Doulamis, Nikolaos Doulamis
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
2023	—	`conf`	Towards Accelerating the Adoption of Federated Learning for Heterogeneous Data. PETRA Christos Ntokos, Nikolaos Bakalos, Dimitrios Kalogeras
2022	J	`jnl`	COVID-19 Spatio-Temporal Evolution Using Deep Learning at a European Level. Sensors Ioannis Kavouras, Maria Kaselimi, Eftychios Protopapadakis, Nikolaos Bakalos, Nikolaos Doulamis, Anastasios D. Doulamis
2022	—	`conf`	Evaluating Transferability for Covid 3D Localization Using CT SARS-CoV-2 segmentation models. PETRA Constantine Maganaris, Eftychios Protopapadakis, Nikolaos Bakalos, Nikolaos Doulamis, Dimitris Kalogeras, Aikaterini Angeli
2022	J	`jnl`	Evaluating Transferability for Covid 3D Localization Using CT SARS-CoV-2 segmentation models. CoRR Constantine Maganaris, Eftychios Protopapadakis, Nikolaos Bakalos, Nikolaos Doulamis, Dimitris Kalogeras, Aikaterini Angeli
2022	—	`conf`	Multi-property Tensor-Based Learning for Abnormal Event Detection. ISVC (1) Nikolaos Bakalos, Nikolaos Doulamis, Anastasios D. Doulamis, Konstantinos Makantasis
2022	—	`conf`	Transferability Limitations for Covid 3D Localization Using SARS-CoV-2 Segmentation Models in 4D CT Images. ISVC (2) Constantine Maganaris, Eftychios Protopapadakis, Nikolaos Bakalos, Nikolaos Doulamis, Dimitris Kalogeras, Aikaterini Angeli
2022	J	`jnl`	Transferability limitations for Covid 3D Localization Using SARS-CoV-2 segmentation models in 4D CT images. CoRR Constantine Maganaris, Eftychios Protopapadakis, Nikolaos Bakalos, Nikolaos Doulamis, Dimitris Kalogeras, Aikaterini Angeli
2021	J	`jnl`	Bidirectional long short-term memory networks and sparse hierarchical modeling for scalable educational learning of dance choreographies. Vis. Comput. Ioannis Rallis, Nikolaos Bakalos, Nikolaos Doulamis, Anastasios D. Doulamis, Athanasios Voulodimos
2021	—	`conf`	Bioinformatics systems for monitoring and mitigating epidemics: The STAMINA Paradigm. PETRA Nikolaos Bakalos, Maria Kaselimi, 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	B	`conf`	Adaptive Convolutionally Enchanced Bi-Directional Lstm Networks For Choreographic Modeling. ICIP Nikolaos Bakalos, Ioannis Rallis, Nikolaos D. Doulamis, Anastasios D. Doulamis, Athanasios Voulodimos, Eftychios Protopapadakis
2020	—	`conf`	Fusing RGB and Thermal Imagery with Channel State Information for Abnormal Activity Detection Using Multimodal Bidirectional LSTM. CPS4CIP Nikolaos Bakalos, Athanasios Voulodimos, Nikolaos Doulamis, Anastasios D. Doulamis, Kassiani Papasotiriou, Matthaios Bimpas
2020	—	`ch.`	Machine Learning for Intangible Cultural Heritage: A Review of Techniques on Dance Analysis. Visual Computing for Cultural Heritage Ioannis Rallis, Athanasios Voulodimos, Nikolaos Bakalos, Eftychios Protopapadakis, Nikolaos Doulamis, Anastasios D. Doulamis
2020	J	`jnl`	Motion Primitives Classification Using Deep Learning Models for Serious Game Platforms. IEEE Computer Graphics and Applications Nikolaos Bakalos, Ioannis Rallis, Nikolaos Doulamis, Anastasios D. Doulamis, Athanasios Voulodimos, Vassilios Vescoukis
2020	—	`conf`	Neural network architectures for the detection of SYN flood attacks in IoT systems. PETRA Spilios Evmorfos, George Vlachodimitropoulos, Nikolaos Bakalos, Erol Gelenbe
2020	—	`conf`	Semantic classification of monuments' decoration materials using convolutional neural networks: a case study for meteora byzantine churches. PETRA Nikolaos Bakalos, Sofia Soile, Charalabos Ioannidis
2020	B	`conf`	Space-Time Domain Tensor Neural Networks: An Application on Human Pose Classification. ICPR Konstantinos Makantasis, Athanasios Voulodimos, Anastasios D. Doulamis, Nikolaos Bakalos, Nikolaos Doulamis
2020	J	`jnl`	Space-Time Domain Tensor Neural Networks: An Application on Human Pose Recognition. CoRR Konstantinos Makantasis, Athanasios Voulodimos, Anastasios D. Doulamis, Nikolaos Bakalos, Nikolaos Doulamis
2019	Misc	`conf`	A Deep-narma Filter for Unusual Behavior Detection from Visual, Thermal and Wireless Signals. ICASSP Nikolaos Bakalos, Athanasios Voulodimos, Anastasios D. Doulamis, Nikolaos Doulamis
2019	—	`conf`	Choreographic Pose Identification using Convolutional Neural Networks. VS-GAMES Nikolaos Bakalos, Ioannis Rallis, Nikolaos Doulamis, Anastasios D. Doulamis, Eftychios Protopapadakis, Athanasios Voulodimos
2019	B	`conf`	Learning Choreographic Primitives Through A Bayesian Optimized Bi-Directional LSTM Model. ICIP Ioannis Rallis, Nikolaos Bakalos, Nikolaos Doulamis, Athanasios Voulodimos, Anastasios D. Doulamis, Eftychios Protopapadakis
2019	J	`jnl`	Protecting Water Infrastructure From Cyber and Physical Threats: Using Multimodal Data Fusion and Adaptive Deep Learning to Monitor Critical Systems. IEEE Signal Process. Mag. Nikolaos Bakalos, Athanasios Voulodimos, Nikolaos Doulamis, Anastasios D. Doulamis, Avi Ostfeld, Elad Salomons, Juan Caubet, Victor Jimenez, Pau Li
2019	J	`jnl`	WaterSpy: A High Sensitivity, Portable Photonic Device for Pervasive Water Quality Analysis. Sensors Nikolaos Doulamis, Athanasios Voulodimos, Anastasios D. Doulamis, Matthaios Bimpas, Aikaterini Angeli, Nikolaos Bakalos, Alessandro Giusti, Panayiotis Philimis, Antonio Varriale, Alessio Ausili, Sabato d'Auria, George Lampropoulos, Matthias Baer, Bernhard Schmauss, Stephan Freitag, Bernhard Lendl, Krzysztof Mlynarczyk, Aleksandra Sosna-Glebska, Artur Trajnerowicz, Jaroslaw Pawluczyk, Mateusz Zbik, Jacek Kulakowski, Panagiotis Georgiadis, Stéphane Blaser, Nicola Bazzurro