Department of Industrial, Electronic and Mechanical Engineering, Roma Tre University
Via Vito Volterra 62, 00146, Rome, Italy
michael.neri@uniroma3.it
Researchgate profile
Gitlab profile
Weights & Biases profile
Biography
Michael Neri received the Laurea (B. Sc.) in Information Engineering from University of Padua in 2019 and the Laurea Magistrale (M. Sc.) in ICT for Internet & Multimedia from University of Padova in 2021. He was a visiting PhD student at Tampere University of Technology under the supervision of Prof. Virtanen in 2023. He is now a Ph.D. student (XXXVII cycle) in Applied Electronics at Roma Tre University at the Department of Industrial, Electronic and Mechanical Engineering.
Research
His main research interests are in the area of Computer Vision, Deep Learning and audio processing.
Projects
Ongoing projects
- RAILGAP
The RAILGAP project aims at using GNSS for rail positioning to allow a safer and smarter mobility. This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No: 101004129.
Find out more at https://railgap.eu/. - INSECTT – Intelligent Secure Trustable Things
The INSECTT project aims at providing intelligent secure and trustable systems for industrial applications combining the Internet of Things paradigm with Artificial Intelligence. It is a H2020 ECSEL EU Project (Grant Agreement Number 876038).
Find out more at https://www.insectt.eu/ - ISEEYOO – AI-based Network Anomaly Detection for CPS exploiting 2D data representation
The ISEEYOO Project aims at designing and implementing an anomaly detection system for monitoring the information collected from a network of Cyber Physical Systems (CPSs) in the communication phase. It is founded under the University of Padova “SEED Research Grants”.
Find out more at https://sites.google.com/view/iseeyoo.
Concluded projects
- VOLIERA – Video Odometry with Lidar and EGNSS for ERTMS Applications
The VOLIERA project aims at defining a multi-sensor positioning system for the railway scenario. The positioning framework involves GNSS, IMU, LIDAR, stereo cameras and time-of-flight cameras. VOLIERA is co-funded by the ESA – NAVISP – 2 program.
Find out more at https://voliera.eu/.
Publications
Journal Publications
2024
Neri, Michael; Archontis, P.; Krause, D.; Carli, Marco; Virtanen, T.
Speaker Distance Estimation in Enclosures from Single-Channel Audio Journal Article
In: IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2024.
@article{Neri_TASLP_2024,
title = {Speaker Distance Estimation in Enclosures from Single-Channel Audio},
author = {Michael Neri and P. Archontis and D. Krause and Marco Carli and T. Virtanen},
doi = {10.1109/TASLP.2024.3382504},
year = {2024},
date = {2024-01-01},
urldate = {2024-01-01},
journal = {IEEE/ACM Transactions on Audio, Speech, and Language Processing},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
2023
Lamichhane, Kamal; Neri, Michael; Paudyal, Pradip; Battisti, Federica; Carli, Marco
No-Reference Light Field Image Quality Assessment Exploiting Saliency Journal Article
In: IEEE Transactions on Broadcasting, pp. 1-11, 2023.
@article{Lamicchane_2023_TBC,
title = {No-Reference Light Field Image Quality Assessment Exploiting Saliency},
author = {Kamal Lamichhane and Michael Neri and Pradip Paudyal and Federica Battisti and Marco Carli},
doi = {10.1109/TBC.2023.3242150},
year = {2023},
date = {2023-04-03},
urldate = {2023-04-03},
journal = {IEEE Transactions on Broadcasting},
pages = {1-11},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
2022
Neri, Michael; Battisti, Federica; Neri, Alessandro; Carli, Marco
Sound Event Detection for Human Safety and Security in Nosiy Environments Journal Article
In: IEEE Access , 2022.
@article{neri_Access_2022,
title = {Sound Event Detection for Human Safety and Security in Nosiy Environments},
author = {Michael Neri and Federica Battisti and Alessandro Neri and Marco Carli},
doi = {10.1109/ACCESS.2022.3231681},
year = {2022},
date = {2022-12-22},
urldate = {2022-01-01},
journal = {IEEE Access },
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Conference Proceedings
2023
Neri, Michael; Pallota, Luca; Carli, Marco
Low-Complexity Environmental Sound Classification using Cadence Frequency Diagram and Chebychev Moments Proceedings Article
In: 13th Int’l Symposium on Image and Signal Processing and Analysis, 2023.
@inproceedings{Neri_ISPA_2023,
title = {Low-Complexity Environmental Sound Classification using Cadence Frequency Diagram and Chebychev Moments},
author = {Michael Neri and Luca Pallota and Marco Carli},
year = {2023},
date = {2023-07-26},
urldate = {2023-07-26},
booktitle = {13th Int'l Symposium on Image and Signal Processing and Analysis},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Neri, Michael; Carli, Marco
Artificial Intelligence Techniques for Quality Assessments of Immersive Multimedia Proceedings Article
In: ACM International Conference on Interactive Media Experiences (IMX), 2023.
@inproceedings{Neri_2023_IMX,
title = {Artificial Intelligence Techniques for Quality Assessments of Immersive Multimedia},
author = {Michael Neri and Marco Carli},
doi = {10.1145/3573381.3596502},
year = {2023},
date = {2023-06-13},
urldate = {2023-06-13},
booktitle = {ACM International Conference on Interactive Media Experiences (IMX)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Neri, Michael; Politis, A.; Krause, D.; Carli, Marco; Virtanen, T.
Speaker Distance Estimation from Single Channel Audio in Reverberant Environments Proceedings Article
In: IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 2023.
@inproceedings{Neri_2023_WASPAA,
title = {Speaker Distance Estimation from Single Channel Audio in Reverberant Environments},
author = {Michael Neri and A. Politis and D. Krause and Marco Carli and T. Virtanen},
year = {2023},
date = {2023-01-01},
booktitle = {IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
2022
Luca, Pallotta; Neri, Michael; Buongiorno, Martino; Neri, Alessandro; Giunta, Gaetano
A Machine Learning-based Approach for Audio Signals Classification using Chebychev Moments and Mel-Coefficient Proceedings Article
In: 7th International Conference on Frontiers of Signal Processing (ICFSP), pp. 120-124, 2022.
@inproceedings{icfsp2022_pallotta,
title = {A Machine Learning-based Approach for Audio Signals Classification using Chebychev Moments and Mel-Coefficient },
author = {Pallotta Luca and Michael Neri and Martino Buongiorno and Alessandro Neri and Gaetano Giunta},
doi = {10.1109/ICFSP55781.2022.9924832},
year = {2022},
date = {2022-10-28},
urldate = {2022-01-01},
booktitle = {7th International Conference on Frontiers of Signal Processing (ICFSP)},
pages = {120-124},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Neri, Michael; Battisti, Federica
3D Object Detection On Synthetic Point Clouds For Railway Applications Proceedings Article
In: 10th European Workshop on Visual Information Processing (EUVIP), 2022.
@inproceedings{euvip2022_obj_neri,
title = {3D Object Detection On Synthetic Point Clouds For Railway Applications },
author = {Michael Neri and Federica Battisti },
doi = {10.1109/EUVIP53989.2022.9922901},
year = {2022},
date = {2022-10-20},
urldate = {2022-01-01},
booktitle = {10th European Workshop on Visual Information Processing (EUVIP)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Neri, Michael; Ferrarotti, Anna; de Luisa, Luca; Salimbeni, Andrea; Carli, Marco
ParalMGC Multiple Audio Representations for Synthetic Human Speech Attribution Proceedings Article
In: 10th European Workshop on Visual Information Processing (EUVIP), 2022.
@inproceedings{euvip2022_audio_neri,
title = {ParalMGC Multiple Audio Representations for Synthetic Human Speech Attribution },
author = {Michael Neri and Anna Ferrarotti and Luca de Luisa and Andrea Salimbeni and Marco Carli},
doi = {10.1109/EUVIP53989.2022.9922861},
year = {2022},
date = {2022-10-20},
urldate = {2022-01-01},
booktitle = {10th European Workshop on Visual Information Processing (EUVIP)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Baldoni, Sara; Battisti, Federica; Brizzi, Michele; Neri, Michael; Neri, Alessandro
A Semantic Segmentation-based Approach for Train Positioning Proceedings Article
In: ITM/PTTI Institute Of Navigation (ION), pp. 1380-1391, 2022.
@inproceedings{ion2022_baldoni,
title = {A Semantic Segmentation-based Approach for Train Positioning },
author = {Sara Baldoni and Federica Battisti and Michele Brizzi and Michael Neri and Alessandro Neri},
doi = {10.33012/2022.18164},
year = {2022},
date = {2022-01-25},
urldate = {2022-01-01},
booktitle = {ITM/PTTI Institute Of Navigation (ION)},
pages = {1380-1391},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}