Simone Milani | Associate Professor

Phone (office): +39 049 827 7641

Biography

Simone Milani was born in 1978. He received his Laurea Degree (5 years course) with honors from the University of Padova, Italy, on December 2002 and the Ph.D. degree in Electronics and Telecommunication Engineering on March 2007. From August 2005 to June 2006 he was visiting Ph.D. student at the University of California – Berkeley, Berkeley, CA, USA. From January 2007 he started working as a post-doc researcher for the University of Padova, University of Udine and Politecnico di Milano, Italy. On May 2014 he started working as assistant professor at the University of Padova until March 2020 since he got an associate professor at the same university. He has also been a visiting researcher at the Universidade Estadual de Campinas, Brasil in 2019. He works in the multimedia research group and his research activity is focused on image/video/audio/3D data compression and multimedia forensics.

His research interest includes 3D reconstruction and understanding, light field data processing, learned compression scheme, point cloud compression/segmentation/classification, semantic segmentation of 3D data, audio compression, Time-of-Flight sensor data processing, depth compression, multimedia forensics, biometrics, anomaly detection and multimedia security issues. He is an associate editor of IEEE Transactions on Multimedia and IEEE Transaction on Image Processing. He has been involved in several European (FP7 REWIND, POR FESR Rebuilding the Past), National and university funded projects. He has co-authored many journal papers and conference proceedings.

Publications

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2023

Mari, Daniele; Camuffo, Elena; Milani, Simone

CACTUS: Content-Aware Compression and Transmission Using Semantics for Automotive LiDAR Data Journal Article

In: Sensors, vol. 23, iss. 12, 2023.

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Camuffo, Elena; Milani, Simone

Continual Learning for LiDAR Semantic Segmentation: Class-Incremental and Coarse-to-Fine strategies on Sparse Data Proceedings Article

In: International Conference of Computer Vision and Pattern Recognition Workshops, 2023.

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Camuffo, Elena; Michieli, Umberto; Milani, Simone

Learning from Mistakes: Self-Regularizing Hierarchical Representations in Point Cloud Semantic Segmentation Journal Article

In: IEEE Transactions on Multimedia, pp. 1-11, 2023.

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Barbato, Francesco; Camuffo, Elena; Milani, Simone; Zanuttigh, Pietro

Continual Road-Scene Semantic Segmentation via Feature-Aligned Symmetric Multi-Modal Network Journal Article

In: arXiv preprint arXiv:2308.04702, 2023.

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2022

Mari, Daniele; Milani, Simone

Features Denoising for Learned Image Coding Proceedings Article

In: 2022 10th European Workshop on Visual Information Processing (EUVIP), pp. 1–6, IEEE 2022.

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Cardaioli, Matteo; Cecconello, Stefano; Conti, Mauro; Milani, Simone; Picek, Stjepan; Saraci, Eugen

Hand Me Your PIN! Inferring ATM PINs of Users Typing with a Covered Hand Proceedings Article

In: 31st USENIX Security Symposium (USENIX Security 22), pp. 1687–1704, 2022.

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Nowroozi, Ehsan; Mekdad, Yassine; Conti, Mauro; Milani, Simone; Uluagac, Selcuk; Yanikoglu, Berrin

Real or Virtual: A Video Conferencing Background Manipulation-Detection System Journal Article

In: arXiv preprint arXiv:2204.11853, 2022.

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Ruggiu, Daniele; Blok, Vincent; Coenen, Christopher; Kalloniatis, Christos; Kitsiou, Angeliki; Mavroeidi, Aikaterini-Georgia; Milani, Simone; Sitzia, Andrea

Responsible innovation at work: gamification, public engagement, and privacy by design Journal Article

In: Journal of Responsible Innovation, vol. 9, no. 3, pp. 315–343, 2022.

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

A Workflow and Digital Filters for Correcting Speed and Equalization Errors on Digitized Audio Open-Reel Magnetic Tapes Journal Article

In: Journal of the Audio Engineering Society, vol. 70, no. 6, pp. 495–509, 2022.

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Mari, Daniele; Latora, Federica; Milani, Simone

The Sound of Silence: Efficiency of First Digit Features in Synthetic Audio Detection Proceedings Article

In: 2022 IEEE International Workshop on Information Forensics and Security (WIFS), pp. 1–6, IEEE 2022.

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Camuffo, Elena; Battisti, Federica; Pham, Francesco; Milani, Simone

Deep 3D Model Optimization for Immersive and Interactive Applications Proceedings Article

In: 2022 10th European Workshop on Visual Information Processing (EUVIP), pp. 1–6, IEEE 2022.

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Eleuch, Salma; Khouja, Nadia; Milani, Simone; Erseghe, Tomaso; Tlili, Fethi

A study on the impact of multiview distributed feature coding on a multicamera vehicle tracking system at roundabouts Journal Article

In: IEEE Access, vol. 10, pp. 39502–39517, 2022.

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Eleuch, Salma; Khouja, Nadia; Milani, Simone; Erseghe, Tomaso; Tlili, Fethi

A distributed rate-control approach to reduce communication burdens in VSNs Journal Article

In: IEEE Access, 2022.

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Eleuch, Salma; Khouja, Nadia; Tlili, Fethi; Erseghe, Tomaso; Milani, Simone

A Comparative Evaluation of Well-known Feature Extractors for Multi-view Vehicle Tracking in VSNs Proceedings Article

In: 2022 IEEE Ninth International Conference on Communications and Networking (ComNet), pp. 1–6, IEEE 2022.

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Camuffo, Elena; Mari, Daniele; Milani, Simone

Recent advancements in learning algorithms for point clouds: An updated overview Journal Article

In: Sensors, vol. 22, no. 4, pp. 1357, 2022.

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2021

Milani, Simone

The vertical spine. A new observation and exhibition tower on the Como Lake Journal Article

In: 2021.

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Milani, Simone

A distributed source autoencoder of local visual descriptors for 3D reconstruction Journal Article

In: Pattern Recognition Letters, vol. 146, pp. 193–199, 2021.

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Milani, Simone

Adae: Adversarial distributed source autoencoder for point cloud compression Proceedings Article

In: 2021 IEEE International Conference on Image Processing (ICIP), pp. 3078–3082, IEEE 2021.

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Conti, Mauro; Milani, Simone; Nowroozi, Ehsan; Orazi, Gabriele

Do Not Deceive Your Employer with a Virtual Background: A Video Conferencing Manipulation-Detection System Journal Article

In: arXiv preprint arXiv:2106.15130, 2021.

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Verde, Sebastiano; Cannas, Edoardo Daniele; Bestagini, Paolo; Milani, Simone; Calvagno, Giancarlo; Tubaro, Stefano

Focal: A forgery localization framework based on video coding self-consistency Journal Article

In: IEEE Open Journal of Signal Processing, vol. 2, pp. 217–229, 2021.

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Mari, Daniele; Piazzetta, Samuele Giuliano; Bordin, Sara; Pajola, Luca; Verde, Sebastiano; Milani, Simone; Conti, Mauro

Looking Through Walls: Inferring Scenes from Video-Surveillance Encrypted Traffic Proceedings Article

In: ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 2595–2599, IEEE 2021.

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Pretto, Niccol`o; Pozza, Nadir Dalla; Padoan, Alberto; Chmiel, Anthony; Werner, Kurt James; Micalizzi, Alessandra; Schubert, Emery; Rod`a, Antonio; Milani, Simone; Canazza, Sergio

A workflow and novel digital filters for compensating speed and equalization errors on digitized audio open-reel tapes Proceedings Article

In: Proceedings of the 16th International Audio Mostly Conference, pp. 224–231, 2021.

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Bonettini, Nicolo; Bestagini, Paolo; Milani, Simone; Tubaro, Stefano

On the use of Benford’s law to detect GAN-generated images Proceedings Article

In: 2020 25th international conference on pattern recognition (ICPR), pp. 5495–5502, IEEE 2021.

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Rossi, Gianmaria; Fontani, Marco; Milani, Simone

Neural network for denoising and reading degraded license plates Proceedings Article

In: Pattern Recognition. ICPR International Workshops and Challenges: Virtual Event, January 10–15, 2021, Proceedings, Part VI, pp. 484–499, Springer International Publishing 2021.

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Notaro, A; Capraro, Fabio; Pesavento, M; Milani, Simone; Bus`a, Maria Grazia

Effectiveness of VR immersive applications for public speaking enhancement Journal Article

In: Electronic Imaging, vol. 2021, no. 9, pp. 294–1, 2021.

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2020

Verde, Sebastiano; Marcon, Marco; Milani, Simone; Tubaro, Stefano

Advanced assistive maintenance based on augmented reality and 5G networking Journal Article

In: Sensors, vol. 20, no. 24, pp. 7157, 2020.

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Milani, Simone

A syndrome-based autoencoder for point cloud geometry compression Proceedings Article

In: 2020 IEEE International Conference on Image Processing (ICIP), pp. 2686–2690, IEEE 2020.

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Milani, Simone; Polo, Enrico; Limuti, Simone

A transform coding strategy for dynamic point clouds Journal Article

In: IEEE Transactions on Image Processing, vol. 29, pp. 8213–8225, 2020.

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Verde, Sebastiano; Resek, Thiago; Milani, Simone; Rocha, Anderson

Ground-to-aerial viewpoint localization via landmark graphs matching Journal Article

In: IEEE Signal Processing Letters, vol. 27, pp. 1490–1494, 2020.

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Castelletto, Riccardo; Milani, Simone; Bestagini, Paolo

Phylogenetic minimum spanning tree reconstruction using autoencoders Proceedings Article

In: ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 2817–2821, IEEE 2020.

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2019

Bonetto, Riccardo; Soldan, Mattia; Lanaro, Alberto; Milani, Simone; Rossi, Michele

Seq2Seq RNN based gait anomaly detection from smartphone acquired multimodal motion data Journal Article

In: arXiv preprint arXiv:1911.08608, 2019.

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Milani, Simone; Ceccato, Simone

Driver attention analysis and drowsiness detection using mobile devices Journal Article

In: 2019.

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Agresti, Gianluca; Milani, Simone

Material identification using RF sensors and convolutional neural networks Proceedings Article

In: ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 3662–3666, IEEE 2019.

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Verde, Sebastiano; Milani, Simone; Calvagno, Giancarlo

Phylogenetic analysis of software using cache miss statistics Proceedings Article

In: ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 2552–2556, IEEE 2019.

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Capraro, Fabio; Milani, Simone

Rendering-aware point cloud coding for mixed reality devices Proceedings Article

In: 2019 IEEE International Conference on Image Processing (ICIP), pp. 3706–3710, IEEE 2019.

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2018

Verde, Sebastiano; Milani, Simone; Calvagno, Giancarlo

Phylogenetic analysis of multimedia codec software Proceedings Article

In: 2018 26th European Signal Processing Conference (EUSIPCO), pp. 1427–1431, IEEE 2018.

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Limuti, Simone; Polo, Enrico; Milani, Simone

A transform coding strategy for voxelized dynamic point clouds Proceedings Article

In: 2018 25th IEEE International Conference on Image Processing (ICIP), pp. 2954–2958, IEEE 2018.

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Michieletto, Giulia; Milani, Simone; Cenedese, Angelo; Baggio, Giacomo

Improving Consensus-Based Distributed Camera Calibration Via Edge Pruning and Graph Traversal Initialization Proceedings Article

In: 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 3166–3170, IEEE 2018.

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Verde, Sebastiano; Pretto, Niccol`o; Milani, Simone; Canazza, Sergio

Stay true to the sound of history: philology, phylogenetics and information engineering in musicology Journal Article

In: Applied Sciences, vol. 8, no. 2, pp. 226, 2018.

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Verde, Sebastiano; Bondi, Luca; Bestagini, Paolo; Milani, Simone; Calvagno, Giancarlo; Tubaro, Stefano

Video codec forensics based on convolutional neural networks Proceedings Article

In: 2018 25th IEEE International Conference on Image Processing (ICIP), pp. 530–534, IEEE 2018.

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2017

Milani, Simone; Tronca, Enrico

Improving three-dimensional reconstruction of buildings from web-harvested images using forensic clues Journal Article

In: Journal of Electronic Imaging, vol. 26, no. 1, pp. 011009–011009, 2017.

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Milani, Simone; Bestagini, Paolo; Tubaro, Stefano

Video phylogeny tree reconstruction using aging measures Proceedings Article

In: 2017 25th European Signal Processing Conference (EUSIPCO), pp. 2181–2185, IEEE 2017.

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Milani, Simone

Improving 3D reconstruction tracks using denoised euclidean distance matrices Proceedings Article

In: 2017 IEEE International Conference on Image Processing (ICIP), pp. 740–744, IEEE 2017.

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Milani, Simone

Fast point cloud compression via reversible cellular automata block transform Proceedings Article

In: 2017 IEEE International Conference on Image Processing (ICIP), pp. 4013–4017, IEEE 2017.

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Lecci, Mattia; Milani, Simone

3D reconstruction from web harvested images using a forensic quality metric Proceedings Article

In: 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 1997–2001, IEEE 2017.

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Verde, Sebastiano; Milani, Simone; Bestagini, Paolo; Tubaro, Stefano

Audio phylogenetic analysis using geometric transforms Proceedings Article

In: 2017 IEEE Workshop on Information Forensics and Security (WIFS), pp. 1–6, IEEE 2017.

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2016

Milani, Simone; Calvagno, Giancarlo

Correction and interpolation of depth maps from structured light infrared sensors Journal Article

In: Signal Processing: Image Communication, vol. 41, pp. 28–39, 2016.

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Milani, Simone; Agresti, Gianluca; Calvagno, Giancarlo

A rate control algorithm for video coding in augmented reality applications Proceedings Article

In: 2016 Picture Coding Symposium (PCS), pp. 1–5, IEEE 2016.

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Calemme, Marco; Zanuttigh, Pietro; Milani, Simone; Cagnazzo, Marco; Pesquet-Popescu, Beatrice

Depth map coding with elastic contours and 3D surface prediction Proceedings Article

In: 2016 IEEE International Conference on Image Processing (ICIP), pp. 1106–1110, IEEE 2016.

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Milani, Simone

Compression of multiple user photo galleries Journal Article

In: Image and Vision Computing, vol. 53, pp. 68–75, 2016.

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134 entries « 1 of 3 »