Andrea Caroppo

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 33

Top Topics

Expression Recognition

Multimodal Data

Supervised Classifiers

Top Venues

Publications

Andrea Caroppo, Alessandro Leone, Pietro Siciliano
Objective assessment of physical activity and sedentary time of older adults using ambient and wearable sensor technologies. J. Ambient Intell. Humaniz. Comput. 15 (3) (2024)
Andrea Caroppo, Andrea Manni, Gabriele Rescio, Pietro Siciliano, Alessandro Leone
Vital signs estimation in elderly using camera-based photoplethysmography. Multim. Tools Appl. 83 (24) (2024)
Gabriele Rescio, Andrea Manni, Marianna Ciccarelli, Alessandra Papetti, Andrea Caroppo, Alessandro Leone
A Deep Learning-Based Platform for Workers' Stress Detection Using Minimally Intrusive Multisensory Devices. Sensors 24 (3) (2024)
Gabriele Rescio, Andrea Manni, Andrea Caroppo, Anna Maria Carluccio, Pietro Siciliano, Alessandro Leone
Multi-Sensor Platform for Predictive Air Quality Monitoring. Sensors 23 (11) (2023)
Giovanni Diraco, Gabriele Rescio, Andrea Caroppo, Andrea Manni, Alessandro Leone
Human Action Recognition in Smart Living Services and Applications: Context Awareness, Data Availability, Personalization, and Privacy. Sensors 23 (13) (2023)
Alessandro Leone, Gabriele Rescio, Andrea Caroppo, Pietro Siciliano, Andrea Manni
Human Postures Recognition by Accelerometer Sensor and ML Architecture Integrated in Embedded Platforms: Benchmarking and Performance Evaluation. Sensors 23 (2) (2023)
Andrea Caroppo, Anna Maria Carluccio, Gabriele Rescio, Andrea Manni, Alessandro Leone
Fatigue estimation through multimodal data retrieved from a commercial wearable device. AIxAS@AI*IA (2023)
Andrea Manni, Andrea Caroppo, Gabriele Rescio, Pietro Siciliano, Alessandro Leone
Benchmarking of Contactless Heart Rate Measurement Systems in ARM-Based Embedded Platforms. Sensors 23 (7) (2023)
Gabriele Rescio, Andrea Manni, Andrea Caroppo, Marianna Ciccarelli, Alessandra Papetti, Alessandro Leone
Ambient and wearable system for workers' stress evaluation. Comput. Ind. 148 (2023)
Andrea Manni, Gabriele Rescio, Andrea Caroppo, Pietro Siciliano, Alessandro Leone
Sarcopenia Evaluation by Using Surface EMG-Based Platform with Supervised Classification. AIxAS@AI*IA (2022)
Alessandro Leone, Gabriele Rescio, Andrea Manni, Pietro Siciliano, Andrea Caroppo
Comparative Analysis of Supervised Classifiers for the Evaluation of Sarcopenia Using a sEMG-Based Platform. Sensors 22 (7) (2022)
Andrea Caroppo, Pietro Siciliano, Alessandro Leone
An expert system for lesion detection in wireless capsule endoscopy using transfer learning. CENTERIS/ProjMAN/HCist (2022)
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
SI-ROBOTICS System: a Preliminary Study on Usability of a Rehabilitation Program in Patients with Parkinson's Disease. ALTRUIST@ICSR (2022)
Alessandro Leone, Gabriele Rescio, Giovanni Diraco, Andrea Manni, Pietro Siciliano, Andrea Caroppo
Ambient and Wearable Sensor Technologies for Energy Expenditure Quantification of Ageing Adults. Sensors 22 (13) (2022)
Alessandro Leone, Andrea Caroppo, Andrea Manni, Pietro Siciliano
Vision-Based Road Rage Detection Framework in Automotive Safety Applications. Sensors 21 (9) (2021)
Andrea Caroppo, Alessandro Leone, Pietro Siciliano
Deep transfer learning approaches for bleeding detection in endoscopy images. Comput. Medical Imaging Graph. 88 (2021)
Andrea Manni, Andrea Caroppo, Alessandro Leone, Pietro Siciliano
Video-Based Contactless Mood Detection Combining Heart Rate and Facial Expressions. AISEM (2021)
Andrea Manni, Andrea Caroppo, Pietro Siciliano, Alessandro Leone
Mood Evaluation by Remote-PPG and Facial Expression Recognition. AIxAS@AI*IA (2021)
Luigi Accetta, Filomena Addante, Andrea Caroppo, Francesco Ciliberti, Francesco Giusto, Alessandro Leone, Luigi Patrono, Gabriele Rescio, Ilaria Sergi, Daniele Sancarlo
Integrated Measurement and Management System for Sarcopenia Diagnosis. ForItAAL (2020)
Andrea Caroppo, Alessandro Leone, Andrea Manni, Pietro Siciliano
Vision-Based Heart Rate Monitoring in the Smart Living Domains. ForItAAL (2020)
Andrea Caroppo, Alessandro Leone, Pietro Siciliano
Comparison Between Deep Learning Models and Traditional Machine Learning Approaches for Facial Expression Recognition in Ageing Adults. J. Comput. Sci. Technol. 35 (5) (2020)
Giovanni Diraco, Alessandro Leone, Andrea Caroppo, Pietro Siciliano
Deep Learning and Machine Learning Techniques for Change Detection in Behavior Monitoring. AI*AAL@AI*IA (2019)
Andrea Caroppo, Alessandro Leone, Pietro Siciliano
Multi-sensor Platform for Automatic Assessment of Physical Activity of Older Adults. Sensors (2018)
Andrea Caroppo, Alessandro Leone, Pietro Siciliano
Facial Expression Recognition in Ageing Adults: A Comparative Study. ForItAAL (2018)
Andrea Caroppo, Alessandro Leone, Pietro Siciliano
Facial Expression Recognition in Older Adults using Deep Machine Learning. AI*AAL@AI*IA (2017)
Alessandro Leone, Gabriele Rescio, Andrea Caroppo, Pietro Siciliano
Wireless Electromyography Technology for Fall Risk Evaluation. Sensors (2016)
Andrea Caroppo, Alessandro Leone, Gabriele Rescio, Giovanni Diraco, Pietro Siciliano
Sleep Disorder Evaluation Using Ambient and Wearable Sensor Technologies. AI*AAL@AI*IA (2016)
A. Leone, Andrea Caroppo, Giovanni Diraco, Gabriele Rescio, Pietro Siciliano
Multi-sensor platform for automatic disorders detection in circadian rhythm. IEEE SENSORS (2016)
Andrea Caroppo, Alessandro Leone, Pietro Siciliano, Daniele Sancarlo, Grazia D'Onofrio, Antonio Greco, Gianfranco Borrelli, Paolo Casacci, Massimo Pistoia
Design and Evaluation of an ICT Platform for Cognitive Stimulation of Alzheimer's Disease Patients. GOODTECHS (2016)
Gabriele Rescio, Alessandro Leone, Andrea Caroppo, Pietro Siciliano
Fall Risk Evaluation by Electromyography Solutions. ForItAAL (2016)
Mauro Marzorati, Simona Gabriella di Santo, Simona Mrakic-Sposta, Sarah Moretti, Nithiya Jesuthasan, Andrea Caroppo, Andrea Zangiacomi, Alessandro Leone, Marco Sacco, Alessandra Vezzoli
Supporting Physical and Cognitive Training for Preventing the Occurrence of Dementia Using an Integrated System: A Pilot Study. MobiHealth (2016)
Andrea Caroppo, Alessandro Leone, Gabriele Rescio, Giovanni Diraco, Pietro Siciliano
Multi-sensor Platform for Detection of Anomalies in Human Sleep Patterns. Sensors (2016)
Andrea Caroppo, Giovanni Diraco, Gabriele Rescio, Alessandro Leone, Pietro Siciliano
Heterogeneous sensor platform for circadian rhythm analysis. IWASI (2015)
Alessandro Leone, Andrea Caroppo, Pietro Siciliano
A Virtual Trainer by Natural User Interface for Cognitive Rehabilitation in Dementia. HCI (6) (2014)
Paolo Spagnolo, Andrea Caroppo, Marco Leo, Tommaso Martiriggiano, Tiziana D'Orazio
An Abandoned/Removed Objects Detection Algorithm and Its Evaluation on PETS Datasets. AVSS (2006)
Paolo Spagnolo, Marco Leo, Tiziana D'Orazio, Andrea Caroppo, Tommaso Martiriggiano
An energy-based background modelling algorithm for motion detection. ICINCO-RA (2006)
Andrea Caroppo, Tommaso Martiriggiano, Marco Leo, Paolo Spagnolo, Tiziana D'Orazio
Static foreground analysis to detect abandoned or removed objects. VISAPP (1) (2006)
Marco Leo, Tiziana D'Orazio, Andrea Caroppo, Tommaso Martiriggiano, Paolo Spagnolo
Automatic Monitoring of Forbidden Areas to Prevent Illegal Accesses. ICAPR (2) (2005)
Marco Leo, Paolo Spagnolo, Tommaso Martiriggiano, Andrea Caroppo, Tiziana D'Orazio
A system to automatically monitor forbidden areas. AVSS (2005)