Andrea Caroppo

According to our database, Andrea Caroppo authored at least 36 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

A Deep Learning-Based Platform for Workers' Stress Detection Using Minimally Intrusive Multisensory Devices.

Gabriele Rescio, Andrea Manni, Marianna Ciccarelli, Alessandra Papetti, Andrea Caroppo, Alessandro Leone

Sensors, February, 2024

2023

Human Action Recognition in Smart Living Services and Applications: Context Awareness, Data Availability, Personalization, and Privacy.

Giovanni Diraco, Gabriele Rescio, Andrea Caroppo, Andrea Manni, Alessandro Leone

Sensors, July, 2023

Ambient and wearable system for workers' stress evaluation.

Gabriele Rescio, Andrea Manni, Andrea Caroppo, Marianna Ciccarelli, Alessandra Papetti, Alessandro Leone

Comput. Ind., June, 2023

Benchmarking of Contactless Heart Rate Measurement Systems in ARM-Based Embedded Platforms.

Andrea Manni, Andrea Caroppo, Gabriele Rescio, Pietro Siciliano, Alessandro Leone

Sensors, April, 2023

Human Postures Recognition by Accelerometer Sensor and ML Architecture Integrated in Embedded Platforms: Benchmarking and Performance Evaluation.

Alessandro Leone, Gabriele Rescio, Andrea Caroppo, Pietro Siciliano, Andrea Manni

Sensors, January, 2023

Multi-Sensor Platform for Predictive Air Quality Monitoring.

Gabriele Rescio, Andrea Manni, Andrea Caroppo, Anna Maria Carluccio, Pietro Siciliano, Alessandro Leone

Sensors, 2023

Fatigue estimation through multimodal data retrieved from a commercial wearable device.

Andrea Caroppo, Anna Maria Carluccio, Gabriele Rescio, Andrea Manni, Alessandro Leone

Proceedings of the 4th Italian Workshop on Artificial Intelligence for an Ageing Society co-located with 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2023), 2023

2022

Comparative Analysis of Supervised Classifiers for the Evaluation of Sarcopenia Using a sEMG-Based Platform.

Alessandro Leone, Gabriele Rescio, Andrea Manni, Pietro Siciliano, Andrea Caroppo

Sensors, 2022

Ambient and Wearable Sensor Technologies for Energy Expenditure Quantification of Ageing Adults.

Alessandro Leone, Gabriele Rescio, Giovanni Diraco, Andrea Manni, Pietro Siciliano, Andrea Caroppo

Sensors, 2022

SI-ROBOTICS System: a Preliminary Study on Usability of a Rehabilitation Program in Patients with Parkinson's Disease.

Roberta Bevilacqua, Marco Benadduci, Giovanni Renato Riccardi, Giovanni Melone, Angela la Forgia, Nicola Macchiarulo, Luca Rossetti, Mauro Marzorati, Giovanna Rizzo, Pierpaolo Di Bitonto, Ada Potenza, Laura Fiorini, Federica Gabriella Cornacchia Loizzo, Carlo La Viola, Filippo Cavallo, Alessandro Leone, Gabriele Rescio, Andrea Caroppo, Andrea Manni, Amedeo Cesta, Gabriella Cortellessa, Francesca Fracasso, Andrea Orlandini, Alessandro Umbrico, Giulio Amabili, Lorena Rossi, Elvira Maranesi

Proceedings of the 2nd Workshop on sociAL roboTs for peRsonalized, 2022

Sarcopenia Evaluation by Using Surface EMG-Based Platform with Supervised Classification.

Andrea Manni, Gabriele Rescio, Andrea Caroppo, Pietro Siciliano, Alessandro Leone

Proceedings of the Italian Workshop on Artificial Intelligence for an Ageing Society 2022 co-located with 21st International Conference of the Italian Association for Artificial Intelligence (AIxIA 2022), Udine (UD), Italy, November 28th, 2022

2021

Vision-Based Road Rage Detection Framework in Automotive Safety Applications.

Alessandro Leone, Andrea Caroppo, Andrea Manni, Pietro Siciliano

Sensors, 2021

Deep transfer learning approaches for bleeding detection in endoscopy images.

Andrea Caroppo, Alessandro Leone, Pietro Siciliano

Comput. Medical Imaging Graph., 2021

Video-Based Contactless Mood Detection Combining Heart Rate and Facial Expressions.

Andrea Manni, Andrea Caroppo, Alessandro Leone, Pietro Siciliano

Proceedings of the Sensors and Microsystems - Proceedings of AISEM 2021, 2021

Mood Evaluation by Remote-PPG and Facial Expression Recognition.

Andrea Manni, Andrea Caroppo, Pietro Siciliano, Alessandro Leone

Proceedings of the Italian Workshop on Artificial Intelligence for an Ageing Society 2021 co-located with 20th International Conference of the Italian Association for Artificial Intelligence (AIxIA 2021), 2021

2020

Comparison Between Deep Learning Models and Traditional Machine Learning Approaches for Facial Expression Recognition in Ageing Adults.

Andrea Caroppo, Alessandro Leone, Pietro Siciliano

J. Comput. Sci. Technol., 2020

Vision-Based Heart Rate Monitoring in the Smart Living Domains.

Andrea Caroppo, Alessandro Leone, Andrea Manni, Pietro Siciliano

Proceedings of the Ambient Assisted Living, 2020

Integrated Measurement and Management System for Sarcopenia Diagnosis.

Luigi Accetta, Filomena Addante, Andrea Caroppo, Francesco Ciliberti, Francesco Giusto, Alessandro Leone, Luigi Patrono, Gabriele Rescio, Ilaria Sergi, Daniele Sancarlo

Proceedings of the Ambient Assisted Living, 2020

2019

Deep Learning and Machine Learning Techniques for Change Detection in Behavior Monitoring.

Giovanni Diraco, Alessandro Leone, Andrea Caroppo, Pietro Siciliano

Proceedings of the 5th Italian Workshop on Artificial Intelligence for Ambient Assisted Living 2019, 2019

2018

Multi-sensor Platform for Automatic Assessment of Physical Activity of Older Adults.

Andrea Caroppo, Alessandro Leone, Pietro Siciliano

Proceedings of the Sensors, 2018

Facial Expression Recognition in Ageing Adults: A Comparative Study.

Andrea Caroppo, Alessandro Leone, Pietro Siciliano

Proceedings of the Ambient Assisted Living, 2018

2017

Facial Expression Recognition in Older Adults using Deep Machine Learning.

Andrea Caroppo, Alessandro Leone, Pietro Siciliano

Proceedings of the Third Italian Workshop on Artificial Intelligence for Ambient Assisted Living 2017 co-located with 16th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2017), 2017

2016

Wireless Electromyography Technology for Fall Risk Evaluation.

Alessandro Leone, Gabriele Rescio, Andrea Caroppo, Pietro Siciliano

Proceedings of the Sensors, 2016

Multi-sensor Platform for Detection of Anomalies in Human Sleep Patterns.

Andrea Caroppo, Alessandro Leone, Gabriele Rescio, Giovanni Diraco, Pietro Siciliano

Proceedings of the Sensors, 2016

Supporting Physical and Cognitive Training for Preventing the Occurrence of Dementia Using an Integrated System: A Pilot Study.

Mauro Marzorati, Simona Gabriella di Santo, Simona Mrakic-Sposta, Sarah Moretti, Nithiya Jesuthasan, Andrea Caroppo, Andrea Zangiacomi, Alessandro Leone, Marco Sacco, Alessandra Vezzoli

Proceedings of the Wireless Mobile Communication and Healthcare, 2016

Multi-sensor platform for automatic disorders detection in circadian rhythm.

Alessandro Leone, Andrea Caroppo, Giovanni Diraco, Gabriele Rescio, Pietro Siciliano

Proceedings of the 2016 IEEE SENSORS, Orlando, FL, USA, October 30 - November 3, 2016, 2016

Design and Evaluation of an ICT Platform for Cognitive Stimulation of Alzheimer's Disease Patients.

Andrea Caroppo, Alessandro Leone, Pietro Siciliano, Daniele Sancarlo, Grazia D'Onofrio, Antonio Greco, Gianfranco Borrelli, Paolo Casacci, Massimo Pistoia

Proceedings of the Smart Objects and Technologies for Social Good, 2016

Fall Risk Evaluation by Electromyography Solutions.

Gabriele Rescio, Alessandro Leone, Andrea Caroppo, Pietro Siciliano

Proceedings of the Ambient Assisted Living, 2016

Sleep Disorder Evaluation Using Ambient and Wearable Sensor Technologies.

Andrea Caroppo, Alessandro Leone, Gabriele Rescio, Giovanni Diraco, Pietro Siciliano

Proceedings of the Artificial Intelligence for Ambient Assisted Living 2016 co-located with 15th International Conference of the Italian Association for Artificial Intelligence (AIxIA 2016), 2016

2015

Heterogeneous sensor platform for circadian rhythm analysis.

Andrea Caroppo, Giovanni Diraco, Gabriele Rescio, Alessandro Leone, Pietro Siciliano

Proceedings of the 6th International Workshop on Advances in Sensors and Interfaces, 2015

2014

A Virtual Trainer by Natural User Interface for Cognitive Rehabilitation in Dementia.

Alessandro Leone, Andrea Caroppo, Pietro Siciliano

Proceedings of the Universal Access in Human-Computer Interaction. Aging and Assistive Environments, 2014

2006

Static foreground analysis to detect abandoned or removed objects.

Andrea Caroppo, Tommaso Martiriggiano, Marco Leo, Paolo Spagnolo, Tiziana D'Orazio

Proceedings of the VISAPP 2006: Proceedings of the First International Conference on Computer Vision Theory and Applications, 2006

An energy-based background modelling algorithm for motion detection.

Paolo Spagnolo, Marco Leo, Tiziana D'Orazio, Andrea Caroppo, Tommaso Martiriggiano

Proceedings of the ICINCO 2006, 2006

An Abandoned/Removed Objects Detection Algorithm and Its Evaluation on PETS Datasets.

Paolo Spagnolo, Andrea Caroppo, Marco Leo, Tommaso Martiriggiano, Tiziana D'Orazio

Proceedings of the Advanced Video and Signal Based Surveillance, 2006

2005

Automatic Monitoring of Forbidden Areas to Prevent Illegal Accesses.

Marco Leo, Tiziana D'Orazio, Andrea Caroppo, Tommaso Martiriggiano, Paolo Spagnolo

Proceedings of the Pattern Recognition and Image Analysis, 2005

A system to automatically monitor forbidden areas.

Marco Leo, Paolo Spagnolo, Tommaso Martiriggiano, Andrea Caroppo, Tiziana D'Orazio

Proceedings of the Advanced Video and Signal Based Surveillance, 2005