National Centre for HPC, Big Data and Quantum Computing (HPC) is a foundation that brings together, coordinates and amplifies the work of 51 public and private organisations, leaders in scientific research and sustainable innovative systems. This partnership falls within the National Recovery and Resilience Plan (PNRR), which the Italian Government has prepared as part of the Next Generation EU program.
https://www.supercomputing-icsc.it/en/icsc-home/
Our involvement is concerned with using computer vision, intelligent sensors, and artificial intelligence.
This falls in Work Package 3 of Spoke 09.
Spoke 09 ‘Digital Society & Smart Cities’ aims to achieve three key goals: conduct research on foundational, methodological, and technological aspects relevant to its challenges; identify application domains within smart cities and digital societies; and experiment and evaluate results with beneficiary partners. It focuses on five application domains, including health, mobility, socio-economic analysis, infrastructure and services, and the environment:
SPOKE 9 – DIGITAL SOCIETY & SMART CITIES
The Work Package 3.3 team is in charge of designing and implementing predictive analytics models for Smart Cities.
Publications
1.
Video-Based Emotion Estimation Using Deep Neural Networks: A Comparative Study
(Leonardo Alchieri, Luigi Celona, Simone Bianco)
In Image Analysis and Processing - ICIAP 2023 Workshops, pp. 255-269, Springer Nature Switzerland, 2024.
BibTex
Doi
Project Page
@inproceedings{alchieri2023video,
author = {Alchieri, Leonardo and Celona, Luigi and Bianco, Simone},
year = {2024},
pages = {255-269},
title = {Video-Based Emotion Estimation Using Deep Neural Networks: A Comparative Study},
publisher = {Springer Nature Switzerland},
isbn = {978-3-031-51023-6},
booktitle = {Image Analysis and Processing - ICIAP 2023 Workshops},
doi = {10.1007/978-3-031-51023-6_22},
projectref = {http://www.ivl.disco.unimib.it/activities/hpc/}}
2.
Automatic Driver Behavior Monitoring System on a Commercial Off-the-Shelf Device
(Simone Bianco, Luigi Celona, Paolo Napoletano)
In TinyML EMEA Innovation Forum 2024, 2024.
BibTex
Project Page
@inproceedings{bianco2024auto,
author = {Bianco, Simone and Celona, Luigi and Napoletano, Paolo},
year = {2024},
title = {Automatic Driver Behavior Monitoring System on a Commercial Off-the-Shelf Device},
booktitle = {TinyML EMEA Innovation Forum 2024},
projectref = {http://www.ivl.disco.unimib.it/activities/hpc/}}
3.
A Platform for Multi-Modal Driver Behaviour Data Collection
(Simone Bianco, Luigi Celona, Giovanni Donato Gallo, Paolo Napoletano)
In 13th International Conference on Consumer Electronics - Berlin (ICCE-Berlin), pp. 112-116, 2023.
BibTex
Doi
Project Page
@inproceedings{10375673,
author = {Bianco, Simone and Celona, Luigi and Gallo, Giovanni Donato and Napoletano, Paolo},
year = {2023},
pages = {112-116},
title = {A Platform for Multi-Modal Driver Behaviour Data Collection},
organization = {IEEE},
booktitle = {13th International Conference on Consumer Electronics - Berlin (ICCE-Berlin)},
doi = {10.1109/ICCE-Berlin58801.2023.10375673},
projectref = {http://www.ivl.disco.unimib.it/activities/hpc/}}