Nikolaos Bakalos

National Technical University of Athens — Greece

Computer Science · Physical Sciences

9h-index377citations59works1.22yr avg
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Research Topics

Human Pose and Action Recognition(11), Human Motion and Animation(8), 3D Surveying and Cultural Heritage(7), Anomaly Detection Techniques and Applications(7), Infrastructure Maintenance and Monitoring(7)

Publications59 total

Explainable AI Toward Data-Driven Policymaking for Urban Heat Island Climate Adaptation
Land·2025Open Access
A vision-based framework and dataset for human behavior understanding in industrial assembly lines
Computer Vision and Image Understanding·2025· 1 citedOpen Access
DORIE: Dataset of Road Infrastructure Elements—A Benchmark of YOLO Architectures for Real-Time Patrol Vehicle Monitoring
Sensors·2025· 2 citedOpen Access
Boosting Land Use - Land Cover Model Versatility Through Self-Distillation Techniques
2025
Band-Focused Adversarial Attacks on Multispectral Images Exposing Hidden Vulnerabilities in Land Use Land Cover Scenery Classification
2025
Edge-Optimized Non-Intrusive Load Monitoring Using Dependency Graph-Based Structural Pruning
2025
Assessing Coastal Degradation Through Spatiotemporal Earth Observation Data Cubes Analytics and Multidimensional Visualization
Journal of Marine Science and Engineering·2025Open Access
Towards generalizable Federated Learning in medical imaging: A real-world case study on mammography data
Computational and Structural Biotechnology Journal·2025· 4 citedOpen Access
A Vision-Based Framework for Human Behavior Understanding in Industrial Assembly Lines
Lecture notes in computer science·2025· 3 cited
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 vision-based framework for human behavior understanding in industrial assembly lines
arXiv (Cornell University)·2024Open Access
Segmentation of Remote Sensing Data with Missing Modalities Through Prototype Knowledge Distillation
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
SECURED for Health: Scaling Up Privacy to Enable the Integration of the European Health Data Space
2024· 3 citedOpen Access
Learning using privileged information for segmenting tumors on digital mammograms
arXiv (Cornell University)·2024Open 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
Towards Accelerating the Adoption of Federated Learning for Heterogeneous Data
2023· 1 citedOpen Access
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Frequent Co-authors

Nikolaos Doulamis(31), Anastasios Doulamis(19), Eftychios Protopapadakis(16), Athanasios Voulodimos(15), Ioannis Rallis(11), Iason Katsamenis(11), Dimitris Kalogeras(9), Anastasios Doulamis(5), Aikaterini Angeli(5), Eleni Eirini Karolou(4), Maria Kaselimi(4), Charalabos Ioannidis(4), Constantine Maganaris(4), Matthaios Bimpas(3), Stavros Sykiotis(3), Konstantinos Papoutsakis(3), Konstantinos Fragkoulis(3), Athena Zacharia(3), Georgia Kapetadimitri(3), Maria Pateraki(3)