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Andrea Caroppo
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2020 – today
- 2024
- [j13]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): 1961-1973 (2024) - [j12]Andrea Caroppo, Andrea Manni, Gabriele Rescio, Pietro Siciliano, Alessandro Leone:
Vital signs estimation in elderly using camera-based photoplethysmography. Multim. Tools Appl. 83(24): 65363-65386 (2024) - [j11]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): 947 (2024) - 2023
- [j10]Gabriele Rescio, Andrea Manni, Andrea Caroppo, Marianna Ciccarelli, Alessandra Papetti, Alessandro Leone:
Ambient and wearable system for workers' stress evaluation. Comput. Ind. 148: 103905 (2023) - [j9]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): 1039 (2023) - [j8]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): 3507 (2023) - [j7]Gabriele Rescio, Andrea Manni, Andrea Caroppo, Anna Maria Carluccio, Pietro Siciliano, Alessandro Leone:
Multi-Sensor Platform for Predictive Air Quality Monitoring. Sensors 23(11): 5139 (2023) - [j6]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): 6040 (2023) - [c26]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: 40-52 - 2022
- [j5]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): 2721 (2022) - [j4]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): 4893 (2022) - [c25]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: 2-11 - [c24]Andrea Caroppo, Pietro Siciliano, Alessandro Leone:
An expert system for lesion detection in wireless capsule endoscopy using transfer learning. CENTERIS/ProjMAN/HCist 2022: 1136-1144 - [c23]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: 22-32 - 2021
- [j3]Andrea Caroppo, Alessandro Leone, Pietro Siciliano:
Deep transfer learning approaches for bleeding detection in endoscopy images. Comput. Medical Imaging Graph. 88: 101852 (2021) - [j2]Alessandro Leone, Andrea Caroppo, Andrea Manni, Pietro Siciliano:
Vision-Based Road Rage Detection Framework in Automotive Safety Applications. Sensors 21(9): 2942 (2021) - [c22]Andrea Manni, Andrea Caroppo, Pietro Siciliano, Alessandro Leone:
Mood Evaluation by Remote-PPG and Facial Expression Recognition. AIxAS@AI*IA 2021: 16-25 - [c21]Andrea Manni, Andrea Caroppo, Alessandro Leone, Pietro Siciliano:
Video-Based Contactless Mood Detection Combining Heart Rate and Facial Expressions. AISEM 2021: 307-313 - 2020
- [j1]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): 1127-1146 (2020) - [c20]Andrea Caroppo, Alessandro Leone, Andrea Manni, Pietro Siciliano:
Vision-Based Heart Rate Monitoring in the Smart Living Domains. ForItAAL 2020: 205-215 - [c19]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: 249-258
2010 – 2019
- 2019
- [c18]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: 38-50 - [e1]Alessandro Leone, Andrea Caroppo, Gabriele Rescio, Giovanni Diraco, Pietro Siciliano:
Ambient Assisted Living - Italian Forum 2018, Ninth Italian Forum on Active and Assisted Living, ForItAAL 2018, July 2018, Lecce, Italy. Lecture Notes in Electrical Engineering 544, Springer 2019, ISBN 978-3-030-05920-0 [contents] - 2018
- [c17]Andrea Caroppo, Alessandro Leone, Pietro Siciliano:
Facial Expression Recognition in Ageing Adults: A Comparative Study. ForItAAL 2018: 349-359 - [c16]Andrea Caroppo, Alessandro Leone, Pietro Siciliano:
Multi-sensor Platform for Automatic Assessment of Physical Activity of Older Adults. Sensors 2018: 417-427 - 2017
- [c15]Andrea Caroppo, Alessandro Leone, Pietro Siciliano:
Facial Expression Recognition in Older Adults using Deep Machine Learning. AI*AAL@AI*IA 2017: 30-43 - 2016
- [c14]Andrea Caroppo, Alessandro Leone, Gabriele Rescio, Giovanni Diraco, Pietro Siciliano:
Sleep Disorder Evaluation Using Ambient and Wearable Sensor Technologies. AI*AAL@AI*IA 2016: 3-17 - [c13]Gabriele Rescio, Alessandro Leone, Andrea Caroppo, Pietro Siciliano:
Fall Risk Evaluation by Electromyography Solutions. ForItAAL 2016: 279-285 - [c12]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: 106-115 - [c11]Alessandro Leone, Andrea Caroppo, Giovanni Diraco, Gabriele Rescio, Pietro Siciliano:
Multi-sensor platform for automatic disorders detection in circadian rhythm. IEEE SENSORS 2016: 1-3 - [c10]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: 367-374 - [c9]Andrea Caroppo, Alessandro Leone, Gabriele Rescio, Giovanni Diraco, Pietro Siciliano:
Multi-sensor Platform for Detection of Anomalies in Human Sleep Patterns. Sensors 2016: 276-285 - [c8]Alessandro Leone, Gabriele Rescio, Andrea Caroppo, Pietro Siciliano:
Wireless Electromyography Technology for Fall Risk Evaluation. Sensors 2016: 322-329 - 2015
- [c7]Andrea Caroppo, Giovanni Diraco, Gabriele Rescio, Alessandro Leone, Pietro Siciliano:
Heterogeneous sensor platform for circadian rhythm analysis. IWASI 2015: 187-192 - 2014
- [c6]Alessandro Leone, Andrea Caroppo, Pietro Siciliano:
A Virtual Trainer by Natural User Interface for Cognitive Rehabilitation in Dementia. HCI (6) 2014: 300-309
2000 – 2009
- 2006
- [c5]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: 17 - [c4]Paolo Spagnolo, Marco Leo, Tiziana D'Orazio, Andrea Caroppo, Tommaso Martiriggiano:
An energy-based background modelling algorithm for motion detection. ICINCO-RA 2006: 378-383 - [c3]Andrea Caroppo, Tommaso Martiriggiano, Marco Leo, Paolo Spagnolo, Tiziana D'Orazio:
Static foreground analysis to detect abandoned or removed objects. VISAPP (1) 2006: 451-456 - 2005
- [c2]Marco Leo, Paolo Spagnolo, Tommaso Martiriggiano, Andrea Caroppo, Tiziana D'Orazio:
A system to automatically monitor forbidden areas. AVSS 2005: 570-575 - [c1]Marco Leo, Tiziana D'Orazio, Andrea Caroppo, Tommaso Martiriggiano, Paolo Spagnolo:
Automatic Monitoring of Forbidden Areas to Prevent Illegal Accesses. ICAPR (2) 2005: 635-643
Coauthor Index
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