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Surname: 
Caroppo
Firstname: 
Andrea
Position: 
Staff
Profile: 
Researcher
Phone: 
0832 422540
Activity: 
Image and video processing/coding Neural networks, Deep Learning Motion estimation in video sequences Multidimensional signal processing Pattern recognition, Computer Vision Development of enabling technologies for healthcare Ambient Assisted Living (AAL) technologies

Scientific Productions

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 [MDPI], Volume: 24 Issue: 3 Pages: 947

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

Vital signs estimation in elderly using camera-based photoplethysmography

Multimedia Tools and Applications [Springer US], Pages: 1-24

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

Ambient and wearable system for workers’ stress evaluation

Computers in Industry [Elsevier], Volume: 148 Pages: 103905

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

Multi-Sensor Platform for Predictive Air Quality Monitoring

Sensors [MDPI], Volume: 23 Issue: 11 Pages: 5139

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

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

Sensors [MDPI], Volume: 23 Issue: 7 Pages: 3507

Francesco Biscaglia, Andrea Caroppo, Carmela Tania Prontera, Elisa Sciurti, Maria Assunta Signore, Iren Kuznetsova, Alessandro Leone, Pietro Siciliano, Luca Francioso

A Comparison between Different Machine Learning Approaches Combined with Anodic Stripping Voltammetry for Copper Ions and pH Detection in Cell Culture Media

Chemosensors [MDPI], Volume: 11 Issue: 1 Pages: 61

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 [Multidisciplinary Digital Publishing Institute], Volume: 23 Issue: 2 Pages: 1039

Andrea Caroppo, Pietro Siciliano, Alessandro Leone

An expert system for lesion detection in wireless capsule endoscopy using transfer learning

Procedia Computer Science [Elsevier], Volume: 219 Pages: 1136-1144

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 [MDPI], Volume: 22 Issue: 13 Pages: 4893

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 [MDPI], Volume: 22 Issue: 7 Pages: 2721

Andrea Caroppo, Alessandro Leone, Pietro Siciliano

Deep transfer learning approaches for bleeding detection in endoscopy images

Computerized Medical Imaging and Graphics [Pergamon], Volume: 88 Pages: 101852

Alessandro Leone, Andrea Caroppo, Andrea Manni, Pietro Siciliano

Vision-Based Road Rage Detection Framework in Automotive Safety Applications

Sensors [Multidisciplinary Digital Publishing Institute], Volume: 21 Issue: 9 Pages: 2942

Roberta Bevilacqua, Marco Benadduci, Anna Rita Bonfigli, 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 Cortellessa Loizzo, Carlo La Viola, Filippo Cavallo, Alessandro Leone, Gabriele Rescio, Andrea Caroppo, Andrea Manni, Amedeo Cesta, Gabriella Cortellessa, Francesca Fracasso, Andrea Orlandini, Alessandro Umbrico, Lorena Rossi, Elvira Maranesi

Dancing With Parkinson's Disease: The SI-ROBOTICS Study Protocol

Frontiers in public health [Frontiers Media SA], Volume: 9

Andrea Caroppo, Alessandro Leone, Pietro Siciliano

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

Journal of Computer Science and Technology [Springer Singapore], Volume: 35 Issue: 5 Pages: 1127-1146

Andrea Caroppo, Alessandro Leone, Pietro Siciliano

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

Journal of Computer Science and Technology [Springer Singapore], Volume: 35 Issue: 5 Pages: 1127-1146

Andrea Caroppo, Alessandro Leone, Pietro Siciliano

Objective assessment of physical activity and sedentary time of older adults using ambient and wearable sensor technologies

Journal of Ambient Intelligence and Humanized Computing [Springer Berlin Heidelberg], Pages: 1-13

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

Wireless Mobile Communication and Healthcare: 6th International Conference, MobiHealth 2016, Milan, Italy, November 14-16, 2016, Proceedings [Springer], Volume: 192 Pages: 367

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

Multi-sensor platform for circadian rhythm analysis

Human Monitoring, Smart Health and Assisted Living: Techniques and Technologies [IET], Volume: 9 Pages: 123

A Leone, G Rescio, A Caroppo, P Siciliano

A Wearable EMG-based System Pre-fall Detector

Procedia engineering [Elsevier], Volume: 120 Pages: 455-458

G Rescio, A Leone, A Caroppo, F Casino, P Siciliano

A Minimally Invasive Electromyography-based System for Pre-fall Detection

Int J Eng Innov Technol (IJEIT) [], Volume: 5 Issue: 6

G Rescio, A Leone, P Siciliano, A Caroppo

A Wearable EMG-based System Pre-fall Detector

Procedia Engineering [Elsevier BV], Volume: 120

A Leone, A Caroppo, P Siciliano

A natural user-interface based platform for cognitive rehabilitation in Alzheimer’s disease patients

Gerontechnology [], Volume: 13 Issue: 2 Pages: 244

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

An innovative approach for abandoned or removed objects detection

Proceedings of International Symposium on Communications, Control, and Signal Processing [],

M Leo, T D’Orazio, A Caroppo, P Spagnolo, C Guaragnella

Unsupervised skin colour modelling for hand segmentation

The 5th IASTED International Conference on Visualization, imaging, and image processing, JJ Villanueva (Ed.) [],

Andrea Manni, Andrea Caroppo, Alessandro Leone, Pietro Siciliano

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

AISEM Annual Conference on Sensors and Microsystems [Springer, Cham], Pages: 307-313

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

Italian Forum of Ambient Assisted Living [Springer, Cham], Pages: 249-258

Andrea Caroppo, Alessandro Leone, Andrea Manni, Pietro Siciliano

Vision-Based Heart Rate Monitoring in the Smart Living Domains

Italian Forum of Ambient Assisted Living [Springer, Cham], Pages: 205-215

Andrea Manni, Andrea Caroppo, Pietro Siciliano, Alessandro Leone

Mood Evaluation by Remote-PPG and Facial Expression Recognition.

AIxAS@ AI* IA [], Pages: 16-25

Giovanni Diraco, Alessandro Leone, Andrea Caroppo, Pietro Siciliano

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

AI* AAL@ AI* IA [], Pages: 38-50

Andrea Caroppo, Alessandro Leone, Pietro Siciliano

Facial Expression Recognition in Ageing Adults: A Comparative Study

Italian Forum of Ambient Assisted Living [Springer, Cham], Pages: 349-359

Andrea Caroppo, Alessandro Leone, Pietro Siciliano

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

Convegno Nazionale Sensori [Springer, Cham], Pages: 417-427

Andrea Caroppo, Alessandro Leone, Pietro Siciliano

Facial Expression Recognition in Older Adults using Deep Machine Learning.

AI* AAL@ AI* IA [], Pages: 30-43

Andrea Caroppo, Alessandro Leone, Pietro Siciliano

RGB-D Sensor for Facial Expression Recognition in AAL Context

AISEM Annual Conference on Sensors and Microsystems [Springer, Cham], Pages: 313-321

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

International Conference on Smart Objects and Technologies for Social Good [Springer, Cham], Pages: 106-115

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

International Conference on Wireless Mobile Communication and Healthcare [Springer, Cham], Pages: 367-374

A Leone, A Caroppo, G Diraco, G Rescio, P Siciliano

Multi-sensor platform for automatic disorders detection in circadian rhythm

2016 IEEE SENSORS [IEEE], Pages: 1-3

Gabriele Rescio, Alessandro Leone, Andrea Caroppo, Pietro Siciliano

Fall Risk Evaluation by Electromyography Solutions

Italian Forum of Ambient Assisted Living [Springer, Cham], Pages: 279-285

Alessandro Leone, Gabriele Rescio, Andrea Caroppo, Pietro Siciliano

Wireless Electromyography Technology for Fall Risk Evaluation

Convegno Nazionale Sensori [Springer, Cham], Pages: 322-329

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

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

Convegno Nazionale Sensori [Springer, Cham], Pages: 276-285

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

Sleep Disorder Evaluation Using Ambient and Wearable Sensor Technologies.

AI* AAL@ AI* IA [], Pages: 3-17

Gabriele Rescio, Alessandro Leone, Andrea Caroppo, Pietro Siciliano

A preliminary study on fall risk evaluation through electromiography systems

2015 International Conference on Interactive Mobile Communication Technologies and Learning (IMCL) [IEEE], Pages: 219-221

Alessandro Leone, Gabriele Rescio, Andrea Caroppo, Pietro Siciliano

An EMG-based system for pre-impact fall detection

2015 IEEE SENSORS [IEEE], Pages: 1-4

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

Heterogeneous sensor platform for circadian rhythm analysis

2015 6th International Workshop on Advances in Sensors and Interfaces (IWASI) [IEEE], Pages: 187-192

Alessandro Leone, Andrea Caroppo, Pietro Siciliano

A virtual trainer by natural user interface for cognitive rehabilitation in dementia

International Conference on Universal Access in Human-Computer Interaction [Springer, Cham], Pages: 300-309

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

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

2006 IEEE International Conference on Video and Signal Based Surveillance [IEEE], Pages: 17-17

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

An energy-based background modelling algorithm for motion detection.

ICINCO-RA [], Pages: 378-383

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

Static foreground analysis to detect abandoned or removed objects.

VISAPP (1) [], Pages: 451-456

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

A system to automatically monitor forbidden areas

IEEE Conference on Advanced Video and Signal Based Surveillance, 2005. [IEEE], Pages: 570-575

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

Automatic monitoring of forbidden areas to prevent illegal accesses

International Conference on Pattern Recognition and Image Analysis [Springer, Berlin, Heidelberg], Pages: 635-643

Andrea Caroppo, Alessandro Leone, Pietro Siciliano

Learning Approaches for Facial Expression Recognition in Ageing Adults: A Comparative Study

Advances in Data Science: Methodologies and Applications [Springer, Cham], Pages: 309-333

Andrea Caroppo, Alessandro LeoneLeone, Pietro Siciliano

Learning Approaches for Facial Expression Recognition in Ageing Adults: A Comparative Study

Advances in Data Science: Methodologies and Applications [Springer, Cham], Pages: 309-333

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

Ambient Assisted Living: Italian Forum 2018

[Springer], Volume: 544

Paolo Casacci, Massimo Pistoia, Alessandro Leone, Andrea Caroppo, Pietro Siciliano

Alzheimer Patient’s Home Rehabilitation Through ICT Advanced Technologies: The ALTRUISM Project

Ambient Assisted Living [Springer, Cham], Pages: 377-385

Alessandro Leone, Andrea Caroppo, Pietro Siciliano

RGB-D Sensor-based Platform for Cognitive Rehabilitation in Alzheimer Disease

Sensors [Springer, Cham], Pages: 421-425

Andrea Caroppo, Alessandro Leone, Pietro Siciliano, Daniele Sancarlo, Grazia D’Onofrio, Francesco Giuliani, Antonio Greco, Riccardo Valzania, Massimo Pistoia

Cognitive Home Rehabilitation in Alzheimer’s Disease Patients by a Virtual Personal Trainer

Ambient assisted living [Springer, Cham], Pages: 147-155