eXtended Reality

Extended reality (XR) is a term to refer to augmented reality (AR), virtual reality (VR), mixed reality (MR), letting “X” be an arbitrary variable that can interpolate between these various realities or eXtrapolate (eXtend) beyond them. The technology is intended to combine or mirror the physical world with a “digital twin world” able to interact with it.

Key research topics include:

  • 3D model optimization for real-time immersive application
  • Rendering-aware coding strategies for point clouds
  • Bit rate optimization for 3D model visualization

Selected publications:

921 entries « 1 of 17 »

Rizzoli, Giulia; Shenaj, Donald; Zanuttigh, Pietro

Source-Free Domain Adaptation for RGB-D Semantic Segmentation with Vision Transformers Proceedings Article

In: Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, pp. 615–624, 2024.

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Camuffo, Elena; Michieli, Umberto; Moon, Ji Joong; Kim, Daehyun; Ozay, Mete

FFT-based Selection And Optimization Of Statistics For Robust Recognition Of Severely Corrupted Images Conference

IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023.

BibTeX

Lincetto, Federico; Agresti, Gianluca; Rossi, Mattia; Zanuttigh, Pietro

Exploiting Multiple Priors for Neural 3D Indoor Reconstruction Proceedings Article

In: 34th British Machine Vision Conference, 2023.

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Baldoni, Sara; Sassi, Mohamed Saifeddine Hadj; Carli, Marco; Battisti, Federica

Definition of guidelines for virtual reality application design based on visual attention Journal Article

In: Multimedia Tools and Applications, 2023.

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Devid, Campagnolo*; Elena, Camuffo*; Umberto, Michieli; Paolo, Borin; Simone, Milani; Andrea, Giordano

Fully Automated Scan-to-BIM via Point Cloud Instance Segmentation Proceedings Article

In: International Conference on Image Processing (ICIP), IEEE 2023.

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Baldoni, Sara; Wahba, Mahmoud Z. A.; Carli, Marco; Battisti, Federica

A study on the impact of virtual reality on user attention Conference

2023 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW), IEEE, 2023.

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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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Baldoni, Sara; Battisti, Federica; Carli, Marco; Neri, Alessandro

A context-based framework for enhancing GNSS performance and security Conference

IEEE/ION PLANS2023, 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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Lamichhane, Kamal; Neri, Michael; Battisti, Federica; Paudyal, Pradip; Carli, Marco

No-Reference Light Field Image Quality Assessment Exploiting Saliency Journal Article

In: IEEE Transactions on Broadcasting, pp. 1-11, 2023, ISSN: 0018-9316.

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Baldoni, Sara; Poci, Ortisa; Calvagno, Giancarlo; Battisti, Federica

An Ablation Study on 360-Degree Saliency Estimation Proceedings Article

In: 2023 International Symposium on Image and Signal Processing and Analysis (ISPA), pp. 1-6, 2023.

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Liu, Chang; Rizzoli, Giulia; Barbato, Francesco; Michieli, Umberto; Niu, Yi; Zanuttigh, Pietro

RECALL+: Adversarial Web-based Replay for Continual Learning in Semantic Segmentation Journal Article

In: arXiv preprint arXiv:2309.10479, 2023.

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Testolina, Paolo; Barbato, Francesco; Michieli, Umberto; Giordani, Marco; Zanuttigh, Pietro; Zorzi, Michele

SELMA: SEmantic Large-Scale Multimodal Acquisitions in Variable Weather, Daytime and Viewpoints Journal Article

In: IEEE Transactions on Intelligent Transportation Systems, pp. 1–13, 2023.

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Chao, Fang-Yi; Battisti, Federica; Lebreton, Pierre; Raake, Alexander

Omnidirectional video saliency Book Section

In: Immersive Video Technologies, pp. 123–158, Academic Press, 2023.

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Brizzi, Michele; Battisti, Federica; Carli, Marco; Neri, Alessandro

Selective video enhancement in the Laguerre–Gauss domain Journal Article

In: Signal Processing: Image Communication, vol. 110, pp. 116876, 2023.

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Lamichhane, Kamal; Carli, Marco; Battisti, Federica

A CNN-based no reference image quality metric exploiting content saliency Journal Article

In: Signal Processing: Image Communication, vol. 111, pp. 116899, 2023.

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Barbato, Francesco; Rizzoli, Giulia; Zanuttigh, Pietro

DepthFormer: Multimodal Positional Encodings and Cross-Input Attention for Transformer-Based Segmentation Networks Proceedings Article

In: ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023.

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Shenaj, Donald; Toldo, Marco; Rigon, Alberto; Zanuttigh, Pietro

Asynchronous Federated Continual Learning Proceedings Article

In: CVPR FedVision Workshop, 2023.

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Amann, Simon; Mel, Mazen; Zanuttigh, Pietro; Haist, Tobias; Kamm, Markus; Gatto, Alexander; others,

Material Characterization using a Compact Computed Tomography Imaging Spectrometer with Super-resolution Capability Proceedings Article

In: Proceedings of the 6th International Conference on Optical Characterization of Materials, OCM 2023, pp. 139–148, 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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Shenaj, Donald; Fan`i, Eros; Toldo, Marco; Caldarola, Debora; Tavera, Antonio; Michieli, Umberto; Ciccone, Marco; Zanuttigh, Pietro; Caputo, Barbara

Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning Proceedings Article

In: IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2023, 2023.

BibTeX

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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Garus, P.; Milovanovic, M.; Jung, J.; Cagnazzo, M.

MPEG immersive video Book Chapter

In: Immersive Video Technologies, pp. 327–356, Academic Press, 2023.

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Shenaj, Donald; Rizzoli, Giulia; Zanuttigh, Pietro

Federated Learning in Computer Vision Journal Article

In: IEEE Access, 2023.

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Rizzoli, Giulia; Barbato, Francesco; Caligiuri, Matteo; Zanuttigh, Pietro

SynDrone-Multi-Modal UAV Dataset for Urban Scenarios Proceedings Article

In: Proceedings of the IEEE/CVF International Conference on Computer Vision, pp. 2210–2220, 2023.

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Rizzoli, Giulia; Barbato, Francesco; Zanuttigh, Pietro

Multimodal Semantic Segmentation in Autonomous Driving: A Review of Current Approaches and Future Perspectives Journal Article

In: Technologies, vol. 10, no. 4, pp. 90, 2022.

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Shenaj, Donald; Barbato, Francesco; Michieli, Umberto; Zanuttigh, Pietro

Continual coarse-to-fine domain adaptation in semantic segmentation Journal Article

In: Image and Vision Computing, vol. 121, pp. 104426, 2022.

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Agresti, Gianluca; Schäfer, Henrik; Incesu, Yalcin; Sartor, Piergiorgio; Zanuttigh, Pietro

Time-of-flight simulation data training circuitry, time-of-flight simulation data training method, time-of-flight simulation data output method, time-of-flight simulation data output circuitry Patent

2022, (US Patent App. 17/527,191).

BibTeX

Casarin, Sofia; Baldoni, Sara; Carli, Marco; Zanuttigh, Pietro; Battisti, Federica

Unsupervised Network Anomaly Detection by Learning on 2D Data Representations Proceedings Article

In: 2022 9th Swiss Conference on Data Science (SDS), pp. 53–58, IEEE 2022.

BibTeX

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, pp. 19, 2022.

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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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Mel, Mazen; Gatto, Alexander; Zanuttigh, Pietro

Joint Reconstruction and Super Resolution of Hyper-Spectral CTIS Images Conference

BMVC, 2022.

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Caligiuri, Matteo; Galizio, Daniele; Lincetto, Federico; Gindullina, Elvina; Badia, Leonardo

A Bayesian Game of Multisource Energy Harvesting for Batteryless IoT Devices Proceedings Article

In: 2022 International Conference on Electrical and Information Technology (IEIT), pp. 414–419, IEEE 2022.

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Milovanovic, Marta; Henry, Félix; Cagnazzo, Marco

Depth Patch Selection for Decoder-Side Depth Estimation in MPEG Immersive Video Conference

Picture Coding Symposium, IEEE, 2022.

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Baldoni, Sara; Battisti, Federica; Brizzi, Michele; Neri, Michael; Neri, Alessandro

A Semantic Segmentation-based Approach for Train Positioning Proceedings Article

In: Proceedings of the 2022 International Technical Meeting of The Institute of Navigation, pp. 1380–1391, 2022.

BibTeX

Gianluca, Agresti; Henrik, Schäfer; Yalcin, Incesu; Piergiorgio, Sartor; Zanuttigh, Pietro; others,

Time-of-flight simulation data training circuitry, time-of-flight simulation data training method, time-of-flight simulation data output method, time-of-flight simulation data output circuitry Patent

2022.

BibTeX

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 Proceedings Article

In: Proceedings of the 2022 International Technical Meeting of The Institute of Navigation, pp. 1420–1431, 2022.

BibTeX

Vijaratnam, Melan; Cagnazzo, Marco; Valenzise, Giuseppe; Trioux, Anthony; Kieffer, Michel

Vers une transmission vidéo sans latence par l’extrapolation d’images Conference

XXVIIIème Colloque Francophone de Traitement du Signal et des Images, 2022.

BibTeX

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.

BibTeX

Sassi, Mohamed Saifeddine Hadj; Saghafian, Mina; Battisti, Federica; Carli, Marco

A New Model for Cognitive IVT based on loT for Critical Safety Solutions: Firefighter Use Case Proceedings Article

In: 2022 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW), pp. 381–386, IEEE 2022.

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Sassi, Mohamed Saifeddine Hadj; Battisti, Federica; Carli, Marco

Simulation-based virtual reality training for firefighters Journal Article

In: Electronic Imaging, vol. 34, pp. 1–5, 2022.

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Arif, Syed Muhammad Umair; Brizzi, Michele; Carli, Marco; Battisti, Federica

Human reaction time in a mixed reality environment Journal Article

In: Frontiers in Neuroscience, vol. 16, pp. 1410, 2022.

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Neri, Michael; Battisti, Federica; Neri, Alessandro; Carli, Marco

Sound Event Detection for Human Safety and Security in Noisy Environments Journal Article

In: IEEE Access, 2022.

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Vijayaratnam, Melan; Cagnazzo, Marco; Valenzise, Giuseppe; Trioux, Anthony; Kieffer, Michel

Towards zero-latency video transmission through frame extrapolation Conference

IEEE International Conference on Image Processing, 2022.

BibTeX

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.

BibTeX

Mannocchi, Ilaria; Lamichhane, Kamal; Carli, Marco; Battisti, Federica

HEROES: A Video-Based Human Emotion Recognition Database Proceedings Article

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

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Neri, Michael; Battisti, Federica

3D Object Detection on Synthetic Point Clouds for Railway 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.

BibTeX

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.

BibTeX

Karagkioules, Theodoros; Paschos, Georgios S.; Liakopoulos, Nikolaos; Fiandrotti, Attilio; Tsilimantos, Dimitrios; Cagnazzo, Marco

Online Learning for Adaptive Video Streaming in Mobile Networks Journal Article

In: ACM TRANSACTIONS ON MULTIMEDIA COMPUTING, COMMUNICATIONS AND APPLICATIONS, vol. 18, no. 1, pp. 1–22, 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.

BibTeX

Jung, HyunJun; Wu, Shun-Cheng; Ruhkamp, Patrick; Schieber, Hannah; Wang, Pengyuan; Rizzoli, Giulia; Zhao, Hongcheng; Meier, Sven Damian; Roth, Daniel; Navab, Nassir; others,

HouseCat6D–A Large-Scale Multi-Modal Category Level 6D Object Pose Dataset with Household Objects in Realistic Scenarios Journal Article

In: arXiv preprint arXiv:2212.10428, 2022.

BibTeX

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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Mel, Mazen; Siddiqui, Muhammad; Zanuttigh, Pietro

End-to-end learning for joint depth and image reconstruction from diffracted rotation Journal Article

In: arXiv preprint arXiv:2204.07076, 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.

Abstract | Links | BibTeX

921 entries « 1 of 17 »