Sfoglia per Autore
Are Transformers a Useful Tool for Tiny devices in Human Activity Recognition?
2024 Lattanzi, Emanuele; Calisti, Lorenzo; Contoli, Chiara
An Experimental Study on the Energy Efficiency of Feature Selection for Human Activity Recognition with Wrist-worn Devices
2024 Peretti, Susanna; Contoli, Chiara; Lattanzi, Emanuele
Privacy preservation in sensor-based Human Activity Recognition through autoencoders for low-power IoT devices
2024 Bigelli, Leonardo; Contoli, Chiara; Freschi, Valerio; Lattanzi, Emanuele
A Study on the energy-efficiency of the Object Tracking Algorithms in Edge Devices
2024 Di Fabrizio, Giacomo; Calisti, Lorenzo; Contoli, Chiara; Kania, Nicholas; Lattanzi, Emanuele
EESiamese: Energy-efficient Siamese Neural Network for Constrained Devices
2024 Calisti, Lorenzo; Contoli, Chiara; Di Fabrizio, Giacomo; Kania, Nicholas; Lattanzi, Emanuele
Complexity-aware Features Selection for Wrist-worn Human Activity Recognition
2024 Peretti, Susanna; Contoli, Chiara; Lattanzi, Emanuele
A Vision-based Virtual Sensor to Enhance Privacy and Energy Efficiency on Edge Computing
2024 Kania, Nicholas; Bogliolo, Alessandro; Calisti, Lorenzo; Contoli, Chiara; Di Fabrizio, Giacomo; Romanelli, Luca; Lattanzi, Emanuele
SensorLib: an Energy-efficient Sensor-collection Library for Wear OS
2024 Calisti, Lorenzo; Lattanzi, Emanuele
Real-time Energy-efficient Sensor Libraries for Wearable Devices
2024 Calisti, Lorenzo; Lattanzi, Emanuele
A power-aware vision-based virtual sensor for real-time edge computing
2024 Contoli, Chiara; Calisti, Lorenzo; Fabrizio, Giacomo Di; Kania, Nicholas; Bogliolo, Alessandro; Lattanzi, Emanuele
Energy-aware human activity recognition for wearable devices: A comprehensive review
2024 Contoli, Chiara; Freschi, Valerio; Lattanzi, Emanuele
Tuning Intersection-Over-Union Algorithm to Enhance Tracking Performances
2024 Calisti, L.; Contoli, C.; Kania, N.; Lattanzi, E
A Study on the Energy Sustainability of Early Exit Networks for Human Activity Recognition
2024 Lattanzi, Emanuele; Contoli, Chiara; Freschi, Valerio
Energy efficiency of Deep Learning Compression Techniques in Wearable Human Activity Recognition
2023 Contoli, Chiara; Lattanzi, Emanuele
On the Decentralization of Health Systems for Data Availability: a DLT-based Architecture
2023 Bigini, Gioele; Zichichi, Mirko; Lattanzi, Emanuele; Ferretti, Stefano; D'Angelo, Gabriele
Do we need early exit networks in human activity recognition?
2023 Lattanzi, Emanuele; Contoli, Chiara; Freschi, Valerio
An IoT Virtual Sensor for Indoor Health Risk Assessment
2023 Calisti, L.; Capellacci, P.; Schiavano, G.; Conti, A.; Amagliani, G.; Papalini, Cecilia; Brandi, G.; Lattanzi, E.
Energy-aware Tiny Machine Learning for Sensor-based Hand-washing Recognition
2023 Lattanzi, Emanuele; Calisti, Lorenzo
A Machine Learning Enabled Hall-Effect IoT-System for Monitoring Building Vibrations
2023 Lattanzi, Emanuele; Capellacci, Paolo; Freschi, Valerio
Lightweight accurate trigger to reduce power consumption in sensor-based continuous human activity recognition
2023 Lattanzi, Emanuele; Calisti, Lorenzo; Capellacci, Paolo
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