Recent publications
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}
}
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 Inproceedings
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 Inproceedings
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 Inproceedings
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}
}
Arif, Syed Muhammad Umair; Brizzi, Michele; Carli, Marco; Battisti, Federica
Human reaction time in a mixed reality environment Journal Article
In: Frontiers in Neuroscience, 2022.
@article{Arif_FrontNeuro_2022,
title = {Human reaction time in a mixed reality environment},
author = {Syed Muhammad Umair Arif and Michele Brizzi and Marco Carli and Federica Battisti},
doi = {10.3389/fnins.2022.897240},
year = {2022},
date = {2022-08-19},
urldate = {2022-08-19},
journal = {Frontiers in Neuroscience},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Baldoni, Sara; Battisti, Federica; Brizzi, Michele; Neri, Alessandro
GNSS-Imaging Data Fusion for Integrity Enhancement in Autonomous Vehicles Journal Article
In: IEEE Transactions on Aerospace and Electronic Systems, vol. 58, no. 5, pp. 4690-4704, 2022.
@article{Baldoni_TAES_2022,
title = {GNSS-Imaging Data Fusion for Integrity Enhancement in Autonomous Vehicles},
author = {Sara Baldoni and Federica Battisti and Michele Brizzi and Alessandro Neri},
url = {https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9754275&isnumber=9915531},
doi = {10.1109/TAES.2022.3165771},
year = {2022},
date = {2022-04-08},
urldate = {2022-01-01},
journal = {IEEE Transactions on Aerospace and Electronic Systems},
volume = {58},
number = {5},
pages = {4690-4704},
abstract = {The transport sector is experiencing a fast and revolutionary development, moving toward the deployment of autonomous vehicles. Thus, the accuracy of the position information and the integrity of the navigation system have become key factors. In this article, we address the problem of the enhancement of the integrity of the position provided by a global navigation satellite system receiver by exploiting sensor fusion. To this aim, we estimate the lateral offset and heading of the vehicle with respect to a georeferenced roadway centerline from the images supplied by an on-board camera. Moreover, we perform integrity monitoring based on the implementation of the solution separation in the parity space. The numerical results indicate that the use of sensor fusion and digital map allows us to attain a longitudinal protection level reduction with respect to the case in which sensor fusion is not exploited. More specifically, a decrease of about 70% is achieved when a single constellation is used, while reduction is less relevant, about 15%, when two constellations are employed.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Baldoni, Sara; Battisti, Federica; Brizzi, Michele; Neri, Michael; Neri, Alessandro
A Semantic Segmentation-based Approach for Train Positioning Inproceedings
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}
}
Mannocchi, Ilaria; Lamichhane, Kamal; Battisti, Federica; Carli, Marco
HEROES: a video-based Human Emotion Recognition database Inproceedings
In: 10th European Workshop on Visual Information Processing (EUVIP), 2022.
@inproceedings{euvip2022_mannocchi,
title = {HEROES: a video-based Human Emotion Recognition database},
author = {Ilaria Mannocchi and Kamal Lamichhane and Federica Battisti and Marco Carli},
year = {2022},
date = {2022-01-01},
urldate = {2022-01-01},
booktitle = {10th European Workshop on Visual Information Processing (EUVIP)},
keywords = {},
pubstate = {accepted},
tppubtype = {inproceedings}
}
Baldoni, Sara; Battisti, Federica; Brizzi, Michele; Emmanuele, Giusy; Neri, Alessandro; Pallotta, Luca; Ruggeri, Agostino; Vennarini, Alessia
On the Design of High Accuracy Rail Digital Maps based on Sensor Fusion Inproceedings
In: Proceedings of the 2022 International Technical Meeting of The Institute of Navigation, pp. 1420-1431, 2022.
@inproceedings{Baldoni_ION_2022,
title = {On the Design of High Accuracy Rail Digital Maps based on Sensor Fusion},
author = {Sara Baldoni and Federica Battisti and Michele Brizzi and Giusy Emmanuele and Alessandro Neri and Luca Pallotta and Agostino Ruggeri and Alessia Vennarini},
doi = {10.33012/2022.18188},
year = {2022},
date = {2022-01-01},
urldate = {2022-01-01},
booktitle = {Proceedings of the 2022 International Technical Meeting of The Institute of Navigation},
pages = {1420-1431},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Baldoni, Sara; Carli, Marco; Battisti, Federica
Analysis of a 2D Representation for CPS Anomaly Detection in a Context-Based Security Framework Journal Article
In: Frontiers in Signal Processing, vol. 1, 2022.
@article{article,
title = {Analysis of a 2D Representation for CPS Anomaly Detection in a Context-Based Security Framework},
author = {Sara Baldoni and Marco Carli and Federica Battisti},
doi = {10.3389/frsip.2021.814129},
year = {2022},
date = {2022-01-01},
journal = {Frontiers in Signal Processing},
volume = {1},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Sassi, M. S. H.; Battisti, Federica; Carli, Marco
Simulation-based Virtual Reality Training for Firefighters Inproceedings
In: IS and T International Symposium on Electronic Imaging Science and Technology, 2022, (cited By 0).
@inproceedings{Sassi2022,
title = {Simulation-based Virtual Reality Training for Firefighters},
author = {M. S. H. Sassi and Federica Battisti and Marco Carli},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85132360687&doi=10.2352%2fEI.2022.34.10.IPAS-194&partnerID=40&md5=04fb1b297b9c37a72f70559573a4dcb7},
doi = {10.2352/EI.2022.34.10.IPAS-194},
year = {2022},
date = {2022-01-01},
urldate = {2022-01-01},
booktitle = {IS and T International Symposium on Electronic Imaging Science and Technology},
volume = {34},
number = {10},
note = {cited By 0},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Sassi, M. S. H.; Saghafian, M.; Battisti, Federica; Carli, Marco
A New Model for Cognitive IVT based on loT for Critical Safety Solutions: Firefighter Use Case Inproceedings
In: Proceedings – 2022 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, VRW 2022, pp. 381-386, 2022, (cited By 0).
@inproceedings{Sassi2022381,
title = {A New Model for Cognitive IVT based on loT for Critical Safety Solutions: Firefighter Use Case},
author = {M. S. H. Sassi and M. Saghafian and Federica Battisti and Marco Carli},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85129620126&doi=10.1109%2fVRW55335.2022.00084&partnerID=40&md5=03c7273ca6a9c677d8982fd772d8da32},
doi = {10.1109/VRW55335.2022.00084},
year = {2022},
date = {2022-01-01},
urldate = {2022-01-01},
booktitle = {Proceedings - 2022 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, VRW 2022},
pages = {381-386},
note = {cited By 0},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Gutierrez, J.; Perez, P.; Orduna, M.; Singla, A.; Cortes, C.; Mazumdar, Pramit; Viola, I.; Brunnstrom, K.; Battisti, Federica; Cieplinska, N.; Juszka, D.; Janowski, L.; Leszczuk, M.; Adeyemi-Ejeye, A.; Hu, Y.; Chen, Z.; Wallendael, G. V.; Lambert, P.; Diaz, C.; Hedlund, J.; Hamsis, O.; Fremerey, S.; Hofmeyer, F.; Raake, A.; Cesar, P.; Carli, Marco; Garcia, N.
Subjective Evaluation of Visual Quality and Simulator Sickness of Short 360° Videos: ITU-T Rec. P.919 Journal Article
In: IEEE Transactions on Multimedia, vol. 24, pp. 3087-3100, 2022, (cited By 1).
@article{Gutierrez20223087,
title = {Subjective Evaluation of Visual Quality and Simulator Sickness of Short 360° Videos: ITU-T Rec. P.919},
author = {J. Gutierrez and P. Perez and M. Orduna and A. Singla and C. Cortes and Pramit Mazumdar and I. Viola and K. Brunnstrom and Federica Battisti and N. Cieplinska and D. Juszka and L. Janowski and M. Leszczuk and A. Adeyemi-Ejeye and Y. Hu and Z. Chen and G. V. Wallendael and P. Lambert and C. Diaz and J. Hedlund and O. Hamsis and S. Fremerey and F. Hofmeyer and A. Raake and P. Cesar and Marco Carli and N. Garcia},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85112629131&doi=10.1109%2fTMM.2021.3093717&partnerID=40&md5=bd5953593670e75c3d55aa1da96b0a1e},
doi = {10.1109/TMM.2021.3093717},
year = {2022},
date = {2022-01-01},
urldate = {2022-01-01},
journal = {IEEE Transactions on Multimedia},
volume = {24},
pages = {3087-3100},
note = {cited By 1},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Carnevale, Arianna; Mannocchi, Ilaria; Sassi, Mohamed Saifeddine Hadj; Carli, Marco; Luca, Giovanna De; Longo, Umile Giuseppe; Denaro, Vincenzo; Schena, Emiliano
Virtual Reality for Shoulder Rehabilitation: Accuracy Evaluation of Oculus Quest 2 Journal Article
In: Sensors, vol. 22, no. 15, 2022, ISSN: 1424-8220.
@article{Carnevale_Sensors_2022,
title = {Virtual Reality for Shoulder Rehabilitation: Accuracy Evaluation of Oculus Quest 2},
author = {Arianna Carnevale and Ilaria Mannocchi and Mohamed Saifeddine Hadj Sassi and Marco Carli and Giovanna De Luca and Umile Giuseppe Longo and Vincenzo Denaro and Emiliano Schena},
url = {https://www.mdpi.com/1424-8220/22/15/5511},
doi = {10.3390/s22155511},
issn = {1424-8220},
year = {2022},
date = {2022-01-01},
journal = {Sensors},
volume = {22},
number = {15},
abstract = {Virtual reality (VR) systems are becoming increasingly attractive as joint kinematics monitoring systems during rehabilitation. This study aimed to evaluate the accuracy of the Oculus Quest 2 in measuring translational and rotational displacements. As the Oculus Quest 2 was chosen for future applications in shoulder rehabilitation, the translation range (minimum: ~200 mm, maximum: ~700 mm) corresponded to the forearm length of the 5th percentile female and the upper limb length of the 95th percentile male. The controller was moved on two structures designed to allow different translational displacements and rotations in the range 0-180°, to cover the range of motion of the upper limb. The controller measures were compared with those of a Qualisys optical capture system. The results showed a mean absolute error of 13.52 ± 6.57 mm at a distance of 500 mm from the head-mounted display along the x-direction. The maximum mean absolute error for rotational displacements was found to be 1.11 ± 0.37° for a rotation of 40° around the z-axis. Oculus Quest 2 is a promising VR tool for monitoring shoulder kinematics during rehabilitation. The inside-out movement tracking makes Oculus Quest 2 a viable alternative to traditional motion analysis systems.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Casarin, Sofia; Baldoni, Sara; Carli, Marco; Zanuttigh, Pietro; Battisti, Federica
Unsupervised Network Anomaly Detection by Learning on 2D Data Representations Inproceedings
In: 2022 9th Swiss Conference on Data Science (SDS), pp. 53-58, 2022.
@inproceedings{Casarin_SDS_2022,
title = {Unsupervised Network Anomaly Detection by Learning on 2D Data Representations},
author = {Sofia Casarin and Sara Baldoni and Marco Carli and Pietro Zanuttigh and Federica Battisti},
doi = {10.1109/SDS54800.2022.00016},
year = {2022},
date = {2022-01-01},
booktitle = {2022 9th Swiss Conference on Data Science (SDS)},
pages = {53-58},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Lamichhane, Kamal; Carli, Marco; Battisti, Federica
A CNN-based no reference image quality metric exploiting content saliency Journal Article
In: Signal Processing: Image Communication, pp. 116899, 2022, ISSN: 0923-5965.
@article{LAMICHHANE2022116899,
title = {A CNN-based no reference image quality metric exploiting content saliency},
author = {Kamal Lamichhane and Marco Carli and Federica Battisti},
url = {https://www.sciencedirect.com/science/article/pii/S0923596522001783},
doi = {https://doi.org/10.1016/j.image.2022.116899},
issn = {0923-5965},
year = {2022},
date = {2022-01-01},
urldate = {2022-01-01},
journal = {Signal Processing: Image Communication},
pages = {116899},
keywords = {},
pubstate = {published},
tppubtype = {article}
}