Pubblicazioni

Olive Leaf Infection Detection Using theÂ Cloud-Edge Continuum

2024 - Algorithmic Aspects of Cloud Computing

Sarantakos, Themistoklis; JIMENEZ GUTIERREZ, DANIEL MAURICIO; Amaxilatis, Dimitrios

Optimize Vision Transformer Architecture viaÂ Efficient Attention Modules: A Study onÂ theÂ Monocular Depth Estimation Task

2024 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Schiavella, C.; Cirillo, L.; Papa, L.; Russo, P.; Amerini, I.

A guided-based approach for deepfake detection: RGB-depth integration via features fusion

2024 - PATTERN RECOGNITION LETTERS

Leporoni, G.; Maiano, L.; Papa, L.; Amerini, I.

A Survey on Efficient Vision Transformers: Algorithms, Techniques, and Performance Benchmarking

2024 - IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Papa, L.; Russo, P.; Amerini, I.; Zhou, L.

D4D: An RGBD diffusion model to boost monocular depth estimation

2024 - IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

Papa, Lorenzo; Russo, Paolo; Amerini, Irene

Under the hood of transformer networks for trajectory forecasting

2023 - PATTERN RECOGNITION

Franco, Luca; Placidi, Leonardo; Giuliari, Francesco; Hasan, Irtiza; Cristani, Marco; Galasso, Fabio

A Novel Transformer-Based IMU Self-Calibration Approach through On-Board RGB Camera for UAV Flight Stabilization

2023 - SENSORS

Avola, Danilo; Cinque, Luigi; Luca Foresti, Gian; Lanzino, Romeo; Marini, MARCO RAOUL; Mecca, Alessio; Scarcello, Francesco

A Deep Learning Approach to Visualize Aortic Aneurysm Morphology Without the Use of Intravenous Contrast Agents

2023 - ANNALS OF SURGERY

Chandrashekar, Anirudh; Handa, Ashok; Lapolla, Pierfrancesco; Shivakumar, Natesh; Uberoi, Raman; Grau, Vicente; Lee, Regent

Unsupervised Pose Estimation byÂ Means ofÂ anÂ Innovative Vision Transformer

2023 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Brandizzi, N.; Fanti, A.; Gallotta, R.; Russo, S.; Iocchi, L.; Nardi, D.; Napoli, C.

Visual odometry with depth-wise separable convolution and quaternion neural networks

2023 - CEUR Workshop Proceedings

De Magistris, G.; Comminiello, D.; Napoli, C.; Starczewski, J. T.

Artificial Intelligence Algorithms for the Analysis of User Experience in Palazzo Braschi Museum

2023 - Eurographics Workshop on Graphics and Cultural Heritage

Ceccarelli, Sofia; Cesta, Amedeo; Cortellessa, Gabriella; Benedictis Riccardo, De; Fracasso, Francesca; Leopardi, Laura; Ligios, Luca; Lombardi, Ernesto; Malatesta, SAVERIO GIULIO; Oddi, Angelo; Pagano, Alfonsina; Palombini, Augusto; Romagna, Gianmauro; Sanzari, Marta; Schaerf, Marco

The NuragAI project: Artificial Intelligence-driven Image Analysis of Sardinia Landscape, Searching for Unknown Monuments

2023 - Eurographics Workshop on Graphics and Cultural Heritage

Palombini, A.; Baiocchi, E.; Lanzino, R.; Malatesta, S. G.; Marini, M. R.; Rosati, P.

Multimodal Motion Conditioned Diffusion Model for Skeleton-based Video Anomaly Detection

2023 - Proceedings of the IEEE/CVF International Conference on Computer Vision

Flaborea, Alessandro; Collorone, Luca; D'AMELY DI MELENDUGNO, GUIDO MARIA; D'Arrigo, Stefano; Prenkaj, Bardh; Galasso, Fabio

Advanced computer Vision techniques for drug abuse detection

2023 - Advanced computer vision techniques for drug abuse detection

Tufo, Giulia; Zribi, Meriam; Pitolli, Francesca; Pagliuca, Paolo

Multimodal Motion Conditioned Diffusion Model for Skeleton-based Video Anomaly Detection

2023 - IEEE/CVF International Conference on Computer Vision 2023

Flaborea, A.; Collorone, L.; D?Amely di Melendugno, G. M.; D?arrigo, S.; Prenkaj, B.; Galasso, F.

Multicentric validation of EndoDigest. a computer vision platform for video documentation of the critical view of safety in laparoscopic cholecystectomy

2022 - SURGICAL ENDOSCOPY

Mascagni, Pietro; Alapatt, Deepak; Laracca, Giovanni Guglielmo; Guerriero, Ludovica; Spota, Andrea; Fiorillo, Claudio; Vardazaryan, Armine; Quero, Giuseppe; Alfieri, Sergio; Baldari, Ludovica; Cassinotti, Elisa; Boni, Luigi; Cuccurullo, Diego; Costamagna, Guido; Dallemagne, Bernard; Padoy, Nicolas

Ricerc@Sapienza

Pubblicazioni

Olive Leaf Infection Detection Using theÂ Cloud-Edge Continuum

Optimize Vision Transformer Architecture viaÂ Efficient Attention Modules: A Study onÂ theÂ Monocular Depth Estimation Task

A guided-based approach for deepfake detection: RGB-depth integration via features fusion

A Survey on Efficient Vision Transformers: Algorithms, Techniques, and Performance Benchmarking

D4D: An RGBD diffusion model to boost monocular depth estimation

Under the hood of transformer networks for trajectory forecasting

A Novel Transformer-Based IMU Self-Calibration Approach through On-Board RGB Camera for UAV Flight Stabilization

A Deep Learning Approach to Visualize Aortic Aneurysm Morphology Without the Use of Intravenous Contrast Agents

Unsupervised Pose Estimation byÂ Means ofÂ anÂ Innovative Vision Transformer

Visual odometry with depth-wise separable convolution and quaternion neural networks

Artificial Intelligence Algorithms for the Analysis of User Experience in Palazzo Braschi Museum

The NuragAI project: Artificial Intelligence-driven Image Analysis of Sardinia Landscape, Searching for Unknown Monuments

Multimodal Motion Conditioned Diffusion Model for Skeleton-based Video Anomaly Detection

Advanced computer Vision techniques for drug abuse detection

Multimodal Motion Conditioned Diffusion Model for Skeleton-based Video Anomaly Detection

Multicentric validation of EndoDigest. a computer vision platform for video documentation of the critical view of safety in laparoscopic cholecystectomy

Adversarial Branch Architecture Search for Unsupervised Domain Adaptation

Vision-Based Holistic Scene Understanding for Context-Aware Human-Robot Interaction

A novel GAN-based anomaly Detection and localization method for aerial video surveillance at low altitude

DOES: A Deep Learning-Based Approach to Estimate Roll and Pitch at Sea

Sistema Autonomo Multi-Robot Interconnessi Tramite Sistema Funicolare per Applicazioni di Operazioni Agricole Leggere

Precise pose estimation of the NASA Mars 2020 Perseverance rover through a stereo-vision-based approach

CoSMix. Compositional semantic mix for domain adaptation in 3D LiDAR segmentation

Editorial: Human-Interpretable Machine Learning

Learning to See through a Few Pixels: Multi Streams Network for Extreme Low-Resolution Action Recognition