Publications

@article{liu2023recall+,

title = {RECALL+: Adversarial Web-based Replay for Continual Learning in Semantic Segmentation},

author = {Chang Liu and Giulia Rizzoli and Francesco Barbato and Umberto Michieli and Yi Niu and Pietro Zanuttigh},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

journal = {arXiv preprint arXiv:2309.10479},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Testolina2023,

title = {SELMA: SEmantic Large-Scale Multimodal Acquisitions in Variable Weather, Daytime and Viewpoints},

author = {Paolo Testolina and Francesco Barbato and Umberto Michieli and Marco Giordani and Pietro Zanuttigh and Michele Zorzi},

doi = {10.1109/tits.2023.3257086},

year  = {2023},

date = {2023-01-01},

journal = {IEEE Transactions on Intelligent Transportation Systems},

pages = {1--13},

publisher = {Institute of Electrical and Electronics Engineers (IEEE)},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{coskun2023measuring,

title = {Measuring 3D Video Quality of Experience (QoE) Using A Hybrid Metric Based on Spatial Resolution and Depth Cues},

author = {Sahin Coskun and Gokce Nur Yilmaz and Federica Battisti and Musaed Alhussein and Saiful Islam},

url = {https://www.mdpi.com/2313-433X/9/12/281},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

journal = {Journal of Imaging},

volume = {9},

number = {12},

pages = {281},

publisher = {MDPI},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{coskun2023measuringb,

title = {Measuring 3D Video Quality of Experience (QoE) Using A Hybrid Metric Based on Spatial Resolution and Depth Cues},

author = {Sahin Coskun and Gokce Nur Yilmaz and Federica Battisti and Musaed Alhussein and Saiful Islam},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

journal = {Journal of Imaging},

volume = {9},

number = {12},

pages = {281},

publisher = {MDPI},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Brizzi2023,

title = {Selective video enhancement in the Laguerre--Gauss domain},

author = {Michele Brizzi and Federica Battisti and Marco Carli and Alessandro Neri},

year  = {2023},

date = {2023-01-01},

journal = {Signal Processing: Image Communication},

volume = {110},

pages = {116876},

publisher = {Elsevier},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Lamichhane2023,

title = {A CNN-based no reference image quality metric exploiting content saliency},

author = {Kamal Lamichhane and Marco Carli and Federica Battisti},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

journal = {Signal Processing: Image Communication},

volume = {111},

pages = {116899},

publisher = {Elsevier},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Camuffo2023,

title = {Learning from Mistakes: Self-Regularizing Hierarchical Representations in Point Cloud Semantic Segmentation},

author = {Elena Camuffo and Umberto Michieli and Simone Milani},

url = {https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=10368362},

doi = {10.1109/TMM.2023.3345152},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

journal = {IEEE Transactions on Multimedia},

pages = {1-11},

abstract = {Recent advances in autonomous robotic technologies have highlighted the growing need for precise environmental analysis. LiDAR semantic segmentation has gained attention to accomplish fine-grained scene understanding by acting directly on raw content provided by sensors. Recent solutions showed how different learning techniques can be used to improve the performance of the model, without any architectural or dataset change. Following this trend, we present a coarse-to-fine setup that LEArns from classification mistaKes (LEAK) derived from a standard model. First, classes are clustered into macro groups according to mutual prediction errors; then, the learning process is regularized by: (1) aligning class-conditional prototypical feature representation for both fine and coarse classes, (2) weighting instances with a per-class fairness index. Our LEAK approach is very general and can be seamlessly applied on top of any segmentation architecture; indeed, experimental results showed that it enables state-of-the-art performances on different architectures, datasets and tasks, while ensuring more balanced class-wise results and faster convergence.},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{shenaj2023federated,

title = {Federated Learning in Computer Vision},

author = {Donald Shenaj and Giulia Rizzoli and Pietro Zanuttigh},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

journal = {IEEE Access},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Rizzoli2022,

title = {Multimodal Semantic Segmentation in Autonomous Driving: A Review of Current Approaches and Future Perspectives},

author = {Giulia Rizzoli and Francesco Barbato and Pietro Zanuttigh},

doi = {10.3390/technologies10040090},

year  = {2022},

date = {2022-07-01},

journal = {Technologies},

volume = {10},

number = {4},

pages = {90},

publisher = {MDPI},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Shenaj2022,

title = {Continual coarse-to-fine domain adaptation in semantic segmentation},

author = {Donald Shenaj and Francesco Barbato and Umberto Michieli and Pietro Zanuttigh},

doi = {10.1016/j.imavis.2022.104426},

year  = {2022},

date = {2022-05-01},

journal = {Image and Vision Computing},

volume = {121},

pages = {104426},

publisher = {Elsevier},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Baldoni2022,

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},

year  = {2022},

date = {2022-01-01},

urldate = {2022-01-01},

journal = {Frontiers in Signal Processing},

volume = {1},

pages = {19},

publisher = {Frontiers},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Baldoni2022c,

title = {GNSS-Imaging Data Fusion for Integrity Enhancement in Autonomous Vehicles},

author = {Sara Baldoni and Federica Battisti and Michele Brizzi and Alessandro Neri},

year  = {2022},

date = {2022-01-01},

journal = {IEEE Transactions on Aerospace and Electronic Systems},

volume = {58},

number = {5},

pages = {4690--4704},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Sassi2022a,

title = {Simulation-based virtual reality training for firefighters},

author = {Mohamed Saifeddine Hadj Sassi and Federica Battisti and Marco Carli},

year  = {2022},

date = {2022-01-01},

journal = {Electronic Imaging},

volume = {34},

pages = {1--5},

publisher = {Society for Imaging Science and Technology},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Arif2022,

title = {Human reaction time in a mixed reality environment},

author = {Syed Muhammad Umair Arif and Michele Brizzi and Marco Carli and Federica Battisti},

year  = {2022},

date = {2022-01-01},

journal = {Frontiers in Neuroscience},

volume = {16},

pages = {1410},

publisher = {Frontiers},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Neri2022,

title = {Sound Event Detection for Human Safety and Security in Noisy Environments},

author = {Michael Neri and Federica Battisti and Alessandro Neri and Marco Carli},

year  = {2022},

date = {2022-01-01},

journal = {IEEE Access},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Eleuch2022,

title = {A study on the impact of multiview distributed feature coding on a multicamera vehicle tracking system at roundabouts},

author = {Salma Eleuch and Nadia Khouja and Simone Milani and Tomaso Erseghe and Fethi Tlili},

year  = {2022},

date = {2022-01-01},

urldate = {2022-01-01},

journal = {IEEE Access},

volume = {10},

pages = {39502--39517},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Nowroozi2022,

title = {Real or Virtual: A Video Conferencing Background Manipulation-Detection System},

author = {Ehsan Nowroozi and Yassine Mekdad and Mauro Conti and Simone Milani and Selcuk Uluagac and Berrin Yanikoglu},

year  = {2022},

date = {2022-01-01},

urldate = {2022-01-01},

journal = {arXiv preprint arXiv:2204.11853},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{	11577_3454207,

title = {Online Learning for Adaptive Video Streaming in Mobile Networks},

author = { Theodoros Karagkioules and Georgios S. Paschos and Nikolaos Liakopoulos and Attilio Fiandrotti and Dimitrios Tsilimantos and Marco Cagnazzo},

url = {https://dl.acm.org/doi/10.1145/3460819},

doi = {10.1145/3460819},

year  = {2022},

date = {2022-01-01},

journal = {ACM TRANSACTIONS ON MULTIMEDIA COMPUTING, COMMUNICATIONS AND APPLICATIONS},

volume = {18},

number = {1},

pages = {1--22},

publisher = {ACM},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Pretto2022,

title = {A Workflow and Digital Filters for Correcting Speed and Equalization Errors on Digitized Audio Open-Reel Magnetic Tapes},

author = {Niccol`o Pretto and Nadir Dalla Pozza and Alberto Padoan and Anthony Chmiel and Kurt James Werner and Alessandra Micalizzi and Emery Schubert and Antonio Roda and Simone Milani and Sergio Canazza},

year  = {2022},

date = {2022-01-01},

urldate = {2022-01-01},

journal = {Journal of the Audio Engineering Society},

volume = {70},

number = {6},

pages = {495--509},

publisher = {Audio Engineering Society},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Ruggiu2022,

title = {Responsible innovation at work: gamification, public engagement, and privacy by design},

author = {Daniele Ruggiu and Vincent Blok and Christopher Coenen and Christos Kalloniatis and Angeliki Kitsiou and Aikaterini-Georgia Mavroeidi and Simone Milani and Andrea Sitzia},

year  = {2022},

date = {2022-01-01},

urldate = {2022-01-01},

journal = {Journal of Responsible Innovation},

volume = {9},

number = {3},

pages = {315--343},

publisher = {Routledge},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{mel2022end,

title = {End-to-end learning for joint depth and image reconstruction from diffracted rotation},

author = {Mazen Mel and Muhammad Siddiqui and Pietro Zanuttigh},

year  = {2022},

date = {2022-01-01},

journal = {arXiv preprint arXiv:2204.07076},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{zimmermann2022deep,

title = {Deep learning-based hyperspectral image reconstruction from emulated and real computed tomography imaging spectrometer data},

author = {Markus Zimmermann and Simon Amann and Mazen Mel and Tobias Haist and Alexander Gatto},

year  = {2022},

date = {2022-01-01},

urldate = {2022-01-01},

journal = {Optical Engineering},

volume = {61},

number = {5},

pages = {053103–053103},

publisher = {Society of Photo-Optical Instrumentation Engineers},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Eleuch2022b,

title = {A distributed rate-control approach to reduce communication burdens in VSNs},

author = {Salma Eleuch and Nadia Khouja and Simone Milani and Tomaso Erseghe and Fethi Tlili},

year  = {2022},

date = {2022-01-01},

urldate = {2022-01-01},

journal = {IEEE Access},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}