5 papers
An Analysis of Layer-Freezing Strategies for Enhanced Transfer Learning in YOLO Architectures
Andrzej D. Dobrzycki, Ana M. Bernardos, José R. Casar
The You Only Look Once (YOLO) architecture is crucial for real-time object detection. However, deploying it in resource-constrained environments such as unmanned aerial vehicles (U…
Enhancing healthcare infrastructure resilience through agent-based simulation methods
David Carramiñana, Ana M. Bernardos, Juan A. Besada +1
Critical infrastructures face demanding challenges due to natural and human-generated threats, such as pandemics, workforce shortages or cyber-attacks, which might severely comprom…
A Performance Analysis of You Only Look Once Models for Deployment on Constrained Computational Edge Devices in Drone Applications
Lucas Rey, Ana M. Bernardos, Andrzej D. Dobrzycki +4
Advancements in embedded systems and Artificial Intelligence (AI) have enhanced the capabilities of Unmanned Aircraft Vehicles (UAVs) in computer vision. However, the integration o…
Towards resilient cities: A hybrid simulation framework for risk mitigation through data driven decision making
David Carraminana, Ana M. Bernardos, Juan A. Besada +1
Providing a comprehensive view of the city operation and offering useful metrics for decision making is a well known challenge for urban risk analysis systems. Existing systems are…
Assessing the Acceptance of a Mid-Air Gesture Syntax for Smart Space Interaction: An Empirical Study
Ana M. Bernardos, Xian Wang, Luca Bergesio +2
This article explores the use of a location-aware mid-air gesture-based command triplet syntax to interact with a smart space. The syntax, inspired by human language, is built as a…