Nikolaos Bakalos

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 31

Top Topics

Abnormal Event Detection

Privileged Information

Top Venues

Publications

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
SECURED for Health: Scaling Up Privacy to Enable the Integration of the European Health Data Space. DATE (2024)
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
IKAROS: a UAV-based integrated system for monitoring road defects and managing vehicle traffic and emergencies on road transport networks. PETRA (2024)
Iason Katsamenis, Grégory Andreoli, Margarita Skamantzari, Nikolaos Bakalos, Franziska Schmidt, Thierry Sedran, Nikolaos Doulamis, Eftychios Protopapadakis, Dimitris Kalogeras
UAV-based Localization of Removable Urban Pavement Elements Through Deep Object Detection Methods. PETRA (2024)
Ioannis N. Tzortzis, Konstantinos Makantasis, Ioannis Rallis, Nikolaos Bakalos, Anastasios Doulamis, Nikolaos Doulamis
Learning using privileged information for segmenting tumors on digital mammograms. CoRR (2024)
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)
Christos Ntokos, Nikolaos Bakalos, Dimitrios Kalogeras
Towards Accelerating the Adoption of Federated Learning for Heterogeneous Data. PETRA (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)
Constantine Maganaris, Eftychios Protopapadakis, Nikolaos Bakalos, Nikolaos Doulamis, Dimitris Kalogeras, Aikaterini Angeli
Transferability Limitations for Covid 3D Localization Using SARS-CoV-2 Segmentation Models in 4D CT Images. ISVC (2) (2022)
Constantine Maganaris, Eftychios Protopapadakis, Nikolaos Bakalos, Nikolaos Doulamis, Dimitris Kalogeras, Aikaterini Angeli
Transferability limitations for Covid 3D Localization Using SARS-CoV-2 segmentation models in 4D CT images. CoRR (2022)
Constantine Maganaris, Eftychios Protopapadakis, Nikolaos Bakalos, Nikolaos Doulamis, Dimitris Kalogeras, Aikaterini Angeli
Evaluating Transferability for Covid 3D Localization Using CT SARS-CoV-2 segmentation models. CoRR (2022)
Nikolaos Bakalos, Nikolaos Doulamis, Anastasios D. Doulamis, Konstantinos Makantasis
Multi-property Tensor-Based Learning for Abnormal Event Detection. ISVC (1) (2022)
Ioannis Kavouras, Maria Kaselimi, Eftychios Protopapadakis, Nikolaos Bakalos, Nikolaos Doulamis, Anastasios D. Doulamis
COVID-19 Spatio-Temporal Evolution Using Deep Learning at a European Level. Sensors 22 (10) (2022)
Constantine Maganaris, Eftychios Protopapadakis, Nikolaos Bakalos, Nikolaos Doulamis, Dimitris Kalogeras, Aikaterini Angeli
Evaluating Transferability for Covid 3D Localization Using CT SARS-CoV-2 segmentation models. PETRA (2022)
Nikolaos Bakalos, Maria Kaselimi, Anastasios D. Doulamis, Nikolaos Doulamis
Bioinformatics systems for monitoring and mitigating epidemics: The STAMINA Paradigm. PETRA (2021)
Ioannis Rallis, Nikolaos Bakalos, Nikolaos Doulamis, Anastasios D. Doulamis, Athanasios Voulodimos
Bidirectional long short-term memory networks and sparse hierarchical modeling for scalable educational learning of dance choreographies. Vis. Comput. 37 (1) (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)
Nikolaos Bakalos, Ioannis Rallis, Nikolaos D. Doulamis, Anastasios D. Doulamis, Athanasios Voulodimos, Eftychios Protopapadakis
Adaptive Convolutionally Enchanced Bi-Directional Lstm Networks For Choreographic Modeling. ICIP (2020)
Nikolaos Bakalos, Ioannis Rallis, Nikolaos Doulamis, Anastasios D. Doulamis, Athanasios Voulodimos, Vassilios Vescoukis
Motion Primitives Classification Using Deep Learning Models for Serious Game Platforms. IEEE Computer Graphics and Applications 40 (4) (2020)
Konstantinos Makantasis, Athanasios Voulodimos, Anastasios D. Doulamis, Nikolaos Bakalos, Nikolaos Doulamis
Space-Time Domain Tensor Neural Networks: An Application on Human Pose Classification. ICPR (2020)
Nikolaos Bakalos, Sofia Soile, Charalabos Ioannidis
Semantic classification of monuments' decoration materials using convolutional neural networks: a case study for meteora byzantine churches. PETRA (2020)
Konstantinos Makantasis, Athanasios Voulodimos, Anastasios D. Doulamis, Nikolaos Bakalos, Nikolaos Doulamis
Space-Time Domain Tensor Neural Networks: An Application on Human Pose Recognition. CoRR (2020)
Spilios Evmorfos, George Vlachodimitropoulos, Nikolaos Bakalos, Erol Gelenbe
Neural network architectures for the detection of SYN flood attacks in IoT systems. PETRA (2020)
Nikolaos Bakalos, Athanasios Voulodimos, Nikolaos Doulamis, Anastasios D. Doulamis, Kassiani Papasotiriou, Matthaios Bimpas
Fusing RGB and Thermal Imagery with Channel State Information for Abnormal Activity Detection Using Multimodal Bidirectional LSTM. CPS4CIP (2020)
Ioannis Rallis, Nikolaos Bakalos, Nikolaos Doulamis, Athanasios Voulodimos, Anastasios D. Doulamis, Eftychios Protopapadakis
Learning Choreographic Primitives Through A Bayesian Optimized Bi-Directional LSTM Model. ICIP (2019)
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
WaterSpy: A High Sensitivity, Portable Photonic Device for Pervasive Water Quality Analysis. Sensors 19 (1) (2019)
Nikolaos Bakalos, Ioannis Rallis, Nikolaos Doulamis, Anastasios D. Doulamis, Eftychios Protopapadakis, Athanasios Voulodimos
Choreographic Pose Identification using Convolutional Neural Networks. VS-GAMES (2019)
Nikolaos Bakalos, Athanasios Voulodimos, Anastasios D. Doulamis, Nikolaos Doulamis
A Deep-narma Filter for Unusual Behavior Detection from Visual, Thermal and Wireless Signals. ICASSP (2019)
Nikolaos Bakalos, Athanasios Voulodimos, Nikolaos Doulamis, Anastasios D. Doulamis, Avi Ostfeld, Elad Salomons, Juan Caubet, Victor Jimenez, Pau Li
Protecting Water Infrastructure From Cyber and Physical Threats: Using Multimodal Data Fusion and Adaptive Deep Learning to Monitor Critical Systems. IEEE Signal Process. Mag. 36 (2) (2019)