Lucia Migliorelli

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 26

Top Topics

Pose Estimation

Convolutional Neural Networks

Top Venues

Expert Syst. Appl.

Comput. Methods Programs Biomed.

Publications

Daniele Berardini, Lucia Migliorelli, Alessandro Galdelli, Emanuele Frontoni, Adriano Mancini, Sara Moccia
A deep-learning framework running on edge devices for handgun and knife detection from indoor video-surveillance cameras. Multim. Tools Appl. 83 (7) (2024)
Lucia Migliorelli, Daniele Berardini, Kevin Cela, Michela Coccia, Laura Villani, Emanuele Frontoni, Sara Moccia
A store-and-forward cloud-based telemonitoring system for automatic assessing dysarthria evolution in neurological diseases from video-recording analysis. Comput. Biol. Medicine 163 (2023)
Lucia Migliorelli, Daniele Berardini, Kevin Cela, Michela Coccia, Laura Villani, Emanuele Frontoni, Sara Moccia
A store-and-forward cloud-based telemonitoring system for automatic assessing dysarthria evolution in neurological diseases from video-recording analysis. CoRR (2023)
Alessandro Galdelli, Gagan Narang, Lucia Migliorelli, Antonio Domenico Izzo, Adriano Mancini, Primo Zingaretti
An AI-Driven Prototype for Groundwater Level Prediction: Exploring the Gorgovivo Spring Case Study. ICIAP (2) (2023)
Lucia Migliorelli, Simona Tiribelli, Alessandro Cacciatore, Benedetta Giovanola, Emanuele Frontoni, Sara Moccia
Accountable Deep-Learning-Based Vision Systems for Preterm Infant Monitoring. Computer 56 (5) (2023)
Lucia Migliorelli, Lorenzo Scoppolini Massini, Michela Coccia, Laura Villani, Emanuele Frontoni, Stefano Squartini
A deep learning-based telemonitoring application to automatically assess oral diadochokinesis in patients with bulbar amyotrophic lateral sclerosis. Comput. Methods Programs Biomed. 242 (2023)
Lucia Migliorelli, Alessandro Cacciatore, Valeria Ottaviani, Daniele Berardini, Raffaele L. Dellacà, Emanuele Frontoni, Sara Moccia
TwinEDA: a sustainable deep-learning approach for limb-position estimation in preterm infants' depth images. Medical Biol. Eng. Comput. 61 (2) (2023)
Lucia Migliorelli, Sara Moccia, Daniele Berardini, Emanuele Frontoni, Michela Coccia, Laura Villani, Andrea Bandini
A preliminary study on self-care telemonitoring of dysarthria in spinal muscular atrophy. EMBC (2023)
Carolina Gonçalves, João M. Lopes, Sara Moccia, Daniele Berardini, Lucia Migliorelli, Cristina P. Santos
Deep learning-based approaches for human motion decoding in smart walkers for rehabilitation. Expert Syst. Appl. 228 (2023)
Carolina Gonçalves, João M. Lopes, Sara Moccia, Daniele Berardini, Lucia Migliorelli, Cristina P. Santos
Deep learning-based approaches for human motion decoding in smart walkers for rehabilitation. CoRR (2023)
Lucia Migliorelli, Emanuele Frontoni, Sara Moccia
An accurate estimation of preterm infants' limb pose from depth images using deep neural networks with densely connected atrous spatial convolutions. Expert Syst. Appl. 204 (2022)
Giuseppe Pio Cannata, Lucia Migliorelli, Adriano Mancini, Emanuele Frontoni, Rocco Pietrini, Sara Moccia
Generating depth images of preterm infants in given poses using GANs. Comput. Methods Programs Biomed. 225 (2022)
Michela Cantarini, Leonardo Gabrielli, Lucia Migliorelli, Adriano Mancini, Stefano Squartini
Beware the Sirens: Prototyping an Emergency Vehicle Detection System for Smart Cars. AII (2022)
Alessandro Cacciatore, Lucia Migliorelli, Daniele Berardini, Simona Tiribelli, Stefano Pigliapoco, Sara Moccia
Some Ethical Remarks on Deep Learning-Based Movements Monitoring for Preterm Infants: Green AI or Red AI? ICIAP Workshops (2022)
Lucia Migliorelli, Emanuele Frontoni, Simone Appugliese, Giuseppe Pio Cannata, Virginio Paolo Carnielli, Sara Moccia
Improving Preterm Infants' Joint Detection in Depth Images Via Dense Convolutional Neural Networks. EMBC (2021)
Lucia Migliorelli, Daniele Berardini, Francesca Rossini, Emanuele Frontoni, Virginio Paolo Carnielli, Sara Moccia
Asymmetric Three-dimensional Convolutions For Preterm Infants' Pose Estimation. EMBC (2021)
Manuel Palermo, Sara Moccia, Lucia Migliorelli, Emanuele Frontoni, Cristina P. Santos
Real-Time Human Pose Estimation on a Smart Walker using Convolutional Neural Networks. CoRR (2021)
Matteo Carbonari, Greta Vallasciani, Lucia Migliorelli, Emanuele Frontoni, Sara Moccia
End-to-end semantic joint detection and limb-pose estimation from depth images of preterm infants in NICUs. ISCC (2021)
Manuel Palermo, Sara Moccia, Lucia Migliorelli, Emanuele Frontoni, Cristina P. Santos
Real-time human pose estimation on a smart walker using convolutional neural networks. Expert Syst. Appl. 184 (2021)
Daniele Berardini, Lucia Migliorelli, Sara Moccia, Marcello Naldini, Gioia De Angelis, Emanuele Frontoni
Evaluating the autonomy of children with autism spectrum disorder in washing hands: a deep-learning approach. ISCC (2020)
Sara Moccia, Lucia Migliorelli, Virgilio Paolo Carnielli, Emanuele Frontoni
Preterm Infants' Pose Estimation With Spatio-Temporal Features. IEEE Trans. Biomed. Eng. 67 (8) (2020)
Sara Moccia, Lucia Migliorelli, Virgilio Paolo Carnielli, Emanuele Frontoni
Preterm infants' pose estimation with spatio-temporal features. CoRR (2020)
Luca Antognoli, Sara Moccia, Lucia Migliorelli, Sara Casaccia, Lorenzo Scalise, Emanuele Frontoni
Heartbeat Detection by Laser Doppler Vibrometry and Machine Learning. Sensors 20 (18) (2020)
Sara Moccia, Lucia Migliorelli, Rocco Pietrini, Emanuele Frontoni
Preterm infants' limb-pose estimation from depth images using convolutional neural networks. CoRR (2019)
Sara Moccia, Lucia Migliorelli, Rocco Pietrini, Emanuele Frontoni
Preterm infants' limb-pose estimation from depth images using convolutional neural networks. CIBCB (2019)
Lucia Migliorelli, Sara Moccia, Ismaela Avellino, Maria Chiara Fiorentino, Emanuele Frontoni
MyDi application: Towards automatic activity annotation of young patients with Type 1 diabetes. ISCT (2019)