no code implementations • 25 Mar 2025 • Saverio Cavasin, Pietro Biasetton, Mattia Tamiazzo, Mauro Conti, Simone Milani
During criminal investigations, images of persons of interest directly influence the success of identification procedures.
no code implementations • 20 Mar 2025 • Chiara Schiavo, Elena Camuffo, Leonardo Badia, Simone Milani
3D Gaussian Splatting (3DGS) has significantly improved the efficiency and realism of three-dimensional scene visualization in several applications, ranging from robotics to eXtended Reality (XR).
no code implementations • 19 Feb 2025 • Daniele Mari, André F. R. Guarda, Nuno M. M. Rodrigues, Simone Milani, Fernando Pereira
Experimental results obtained by integrating SRQH in the emerging JPEG Pleno learning-based PC coding standard show that SRQH allows decoding the PC at different qualities and resolutions with a single bitstream while incurring only in a limited RD penalty and increment in complexity w. r. t.
1 code implementation • 27 Sep 2024 • Daniele Mari, Saverio Cavasin, Simone Milani, Mauro Conti
Experimental results show that at a fixed rate point, learned solutions considerably outperform previous fingerprint coding standards, like JPEG2000, both in terms of distortion and minutiae preservation.
no code implementations • 8 Jul 2024 • Elena Camuffo, Umberto Michieli, Simone Milani, Jijoong Moon, Mete Ozay
In this paper, we introduce Per-corruption Adaptation of Normalization statistics (PAN) to enhance the model robustness of vision systems.
no code implementations • 21 Jun 2024 • Saverio Cavasin, Daniele Mari, Simone Milani, Mauro Conti
Generative models are gaining significant attention as potential catalysts for a novel industrial revolution.
no code implementations • 11 Apr 2024 • Daniele Mari, André F. R. Guarda, Nuno M. M. Rodrigues, Simone Milani, Fernando Pereira
The widespread usage of point clouds (PC) for immersive visual applications has resulted in the use of very heterogeneous receiving conditions and devices, notably in terms of network, hardware, and display capabilities.
no code implementations • 5 Mar 2024 • Daniele Mari, Simone Milani
Learned image compression codecs have recently achieved impressive compression performances surpassing the most efficient image coding architectures.
no code implementations • 9 Aug 2023 • Francesco Barbato, Elena Camuffo, Simone Milani, Pietro Zanuttigh
State-of-the-art multimodal semantic segmentation strategies combining LiDAR and color data are usually designed on top of asymmetric information-sharing schemes and assume that both modalities are always available.
no code implementations • 28 Jul 2023 • Daniele Mari, Davide Salvi, Paolo Bestagini, Simone Milani
Recent advances in deep learning and computer vision have made the synthesis and counterfeiting of multimedia content more accessible than ever, leading to possible threats and dangers from malicious users.
1 code implementation • 8 Apr 2023 • Elena Camuffo, Simone Milani
To the best of our knowledge, this is the first example of class-incremental continual learning for LiDAR point cloud semantic segmentation.
no code implementations • 26 Jan 2023 • Elena Camuffo, Umberto Michieli, Simone Milani
Recent advances in autonomous robotic technologies have highlighted the growing need for precise environmental analysis.
1 code implementation • 6 Oct 2022 • Daniele Mari, Federica Latora, Simone Milani
The recent integration of generative neural strategies and audio processing techniques have fostered the widespread of synthetic speech synthesis or transformation algorithms.
no code implementations • 25 Apr 2022 • Ehsan Nowroozi, Yassine Mekdad, Mauro Conti, Simone Milani, Selcuk Uluagac, Berrin Yanikoglu
Additionally, it enables users to employ a virtual background to conceal their own environment due to privacy concerns or to reduce distractions, particularly in professional settings.
no code implementations • 15 Oct 2021 • Matteo Cardaioli, Stefano Cecconello, Mauro Conti, Simone Milani, Stjepan Picek, Eugen Saraci
We consider the setting where the attacker can access an ATM PIN pad of the same brand/model as the target one.
no code implementations • 29 Jun 2021 • Mauro Conti, Simone Milani, Ehsan Nowroozi, Gabriele Orazi
On the other hand, users maybe want to fool people in the meeting by considering the virtual background to conceal where they are.
no code implementations • 24 Aug 2020 • Sebastiano Verde, Paolo Bestagini, Simone Milani, Giancarlo Calvagno, Stefano Tubaro
Forgery operations on video contents are nowadays within the reach of anyone, thanks to the availability of powerful and user-friendly editing software.
1 code implementation • 16 Apr 2020 • Nicolò Bonettini, Paolo Bestagini, Simone Milani, Stefano Tubaro
The advent of Generative Adversarial Network (GAN) architectures has given anyone the ability of generating incredibly realistic synthetic imagery.
1 code implementation • 19 Nov 2019 • Riccardo Bonetto, Mattia Soldan, Alberto Lanaro, Simone Milani, Michele Rossi
Smartphones and wearable devices are fast growing technologies that, in conjunction with advances in wireless sensor hardware, are enabling ubiquitous sensing applications.