Study of human pose
We study pose in videos and derive 2D and 3D information on the anatomical joints, the estimated head direction, and prototypical poses.
We study pose in videos and derive 2D and 3D information on the anatomical joints, the estimated head direction, and prototypical poses.
We are interested in the strong interplay between visual computation and cognitive science. We apply our research in particular to HRI.
We analyse the scene, detecting and tracking objects in 2D and 3D, with a focus on efficiency and on working under limited resources.
We bring our expertise in computer vision and machine learning on a variety of projects.
We explore machine learning and computer vision solutions to challenges typical of biological and medical data, including learning with limited or no labels and interpretability. We design and implement methods for the solution of a broad range of biomedical data related applications.
Elisabetta Delponte - Computer Vision
Augusto Destrero - Computer Vision
Miguel Alejandro Duval Poo - Image Processing
Paolo Albini - Computer Vision
Joan Sosa Garcia - Computer Vision
Gaurvi Goyal - Computer Vision
Aitacç Kanaci - Computer Vision
Hassan Tanveer - Computer Vision
Tilani Gunawarden - Machine Learning for data science
Elena Nicora - Computer Vision
Matteo Moro - Computer Vision
Simone Testa - Computer Vision
Augusto Destrero - Computer Vision
Giovanni Fusco - Computer Vision
Luca Zini - Computer Vision
Sean Ryan Fanello - Computer Vision
Alessandro Rudi - Machine Learning
Joan Sosa Garcia - Computer Vision
Miguel Alejandro Duval Poo - Image Processing
Damiano Malafronte - Computer Vision
Alessia Vignolo - Computer Vision
Gaurvi Goyal - Computer Vision
Matteo Moro - Computer Vision
Elena Nicora - Computer Vision
Mina Sorial - Computer Vision and Robotics
Issa Mouawad - Computer Vision
Luca Garello - Vision and robotics
Elena Vincenzi
Federico Figari Tomenotti - Computer Vision
Giorgio Cantarini - Computer Vision Applications
Simone Campisi
Issa Mouawad - Computer Vision
Alexander Statsenko - Computer Vision
Massimiliano Ciranni - Computer Vision
Francesco Rosasco - Computer Vision
Federico Minutoli - Computer vision
Elena Nicora - Computer Vision
Ruggero Ragonesi - Computer Vision
Vincenzo D'Amato - Computer Vision
Nicolò Pinna - Applied Machine Learning
Enrico Prampolini - Computer Vision
Sofia Bagnato - Computer vision and machine learning
Davide Casula - Computer Vision
Issa Mouawad - Computer Vision
Federico Salvi - Computer Vision
Vincenzo Petito - Computer Vision
Giorgio Cantarini - Computer Vision
Alexander Statsenko - Signal Analysis
Filip Hesse - Vision
Larbi Touijer - Computer vision and machine learning
Elena Fenialdi
Marco Adorni
Massimiliano Ciranni
Clara Mouawad
Title | Principal Investigator | Funding | Start | End | Amount |
---|---|---|---|---|---|
Undroid (Underwater Droid) | Francesca Odone - Principal Investigator | POR FESR Liguria (BK) | 2021 | 2023 | 70k |
Cognitively-inspired architectures for human motion understanding | Nicoletta Noceti - Principal Investigator | AFOSR - Air Force Office of Scientific Research | 2020 | 2023 | 163k |
More Than This | Francesca Odone - Principal Investigator | POR FESR Liguria (Aitek Knowledge) | 2021 | 2023 | 36k |
SMARTSTOP | Francesca Odone - Principal Investigator | POR FESR Liguria (Aitek) | 2021 | 2023 | 40k |
Digital Sustainable Harbour 2030 - DSH2030 | Francesca Odone, Vito Pastore - co-Principal Investigator | POR FESR Liguria (Aitrust, Porto Antico, ETT, Colouree, Natalia, BF partners, Circle Garage) | 2021 | 2023 | 70k |
Title | Year | Author | Venue |
---|---|---|---|
GCK-Maps: A Scene Unbiased Representation for Efficient Human Action Recognition | 2023 | E Nicora VP Pastore N Noceti | International Conference on Image Analysis and Processing - ICIAP 2023 |
Food Image Classification: The Benefit of In-Domain Transfer Learning | 2023 | L Touijer VP Pastore F Odone | International Conference on Image Analysis and Processing - ICIAP 2023 |
An Unsupervised Learning Approach to Resolve Phenotype to Genotype Mapping in Budding Yeasts Vacuoles | 2023 | VP Pastore PD Alfano A Oke S Capponi D Eltanan X Woodruff-Madeira A Nguyen J Carol Fung S Bianco | International Conference on Image Analysis and Processing - ICIAP 2023 |
Deepening the role of excitation/inhibition balance in human iPSCs-derived neuronal networks coupled to MEAs during long-term development | 2023 | G Parodi M Brofiga VP Pastore M Chiappalone S Martinoia | Journal of Neural Engineering 20 (2023) |
Assumption violations in causal discovery and the robustness of score matching | 2023 | F Montagna AA Mastakouri E Eulig N Noceti L Rosasco D Janzing B Aragam F Locatello | ArXiv Preprint |