ALESSIO SAMPIERI

PhD Student

PhD program:: XXXVII
email: sampieri@diag.uniroma1.it

co-supervisor: Fabio Galasso

07/2021 - 10/2021: Research Grant at Computer Science Department at La Sapienza University of Rome
Subject: Trajectory forecasting of players

09/2019 - 06/2021: MSc in "Data Science", La Sapienza University of Rome
Master's Thesis: Human Pose Forecasting with Space-Time-Separable Graph Convolutional Network

09/2016 - 09/2019 BSc in "Statistics", La Sapienza University of Rome (Italy)
Thesis: Robustezza in Reti Complesse: L'Alta Velocità in Italia.

Research area:
- Graph Neural Network
- Human Pose Forecasting
- Trajectory Forecasting
- Anomaly detection
- Human-Robot collaboration

Research products

11573/1726559 - 2024 - Contracting skeletal kinematics for human-related video anomaly detection

Flaborea, Alessandro; D'amely Di Melendugno, Guido Maria; D'arrigo, Stefano; Sterpa, Marco Aurelio; Sampieri, Alessio; Galasso, Fabio - 02a Capitolo o Articolo

book: Pattern Recognition Letters - ()

11573/1726561 - 2024 - Length-Aware Motion Synthesis via Latent Diffusion

Sampieri, Alessio; Palma, Alessio; Spinelli, Indro; Galasso, Fabio - 04b Atto di convegno in volume

conference: European Conference on Computer Vision (Milan; Italy)

book: Lecture Notes in Computer Science - ()

11573/1702411 - 2024 - About Latent Roles in Forecasting Players in Team Sports

Scofano, Luca; Sampieri, Alessio; Re, Giuseppe; Almanza, Matteo; Panconesi, Alessandro; Galasso, Fabio - 01a Articolo in rivista

paper: NEURAL PROCESSING LETTERS (Kluwer Academic Publishers:Journals Department, PO Box 322, 3300 AH Dordrecht Netherlands:011 31 78 6576050, EMAIL: frontoffice@wkap.nl, kluweronline@wkap.nl, INTERNET: http://www.kluwerlaw.com, Fax: 011 31 78 6576254) pp. - - issn: 1370-4621 - wos: WOS:001167155000002 (0) - scopus: 2-s2.0-85185659133 (0)

11573/1686540 - 2023 - Best Practices for 2-Body Pose Forecasting

Rahman, Muhammad Rameez Ur; Scofano, Luca; De Matteis, Edoardo; Flaborea, Alessandro; Sampieri, Alessio; Galasso, Fabio - 04b Atto di convegno in volume

conference: IEEE Conference on Computer Vision and Pattern Recognition (Vancouver, Canada)

book: IEEE Conference on Computer Vision and Pattern Recognition Workshops - ()

11573/1695402 - 2023 - Staged Contact-Aware Global Human Motion Forecasting

Scofano, Luca; Sampieri, Alessio; Schiele, Elisabeth; De Matteis, Edoardo; Leal-Taixé, Laura; Galasso, Fabio - 04b Atto di convegno in volume

conference: British Machine Vision Conference (Aberdeen; United Kingdom)

book: British Machine Vision Conference - ()

11573/1657986 - 2022 - Pose Forecasting in Industrial Human-Robot Collaboration

Sampieri, Alessio; D'amely Di Melendugno, Guido Maria; Avogaro, Andrea; Cunico, Federico; Setti, Francesco; Skenderi, Geri; Cristani, Marco; Galasso, Fabio - 04b Atto di convegno in volume

conference: European Conference on Computer Vision (Tel Aviv, Israel)

book: Lecture Notes in Computer Science - (978-3-031-19839-7)

11573/1664528 - 2022 - Mesoscale precipitation nowcasting from weather radar data using space-time-separable graph convolutional networks

Trappolini, Daniele; Scofano, Luca; Sampieri, Alessio; Messina, Francesco; Galasso, Fabio; Di Fabio, Saverio; Silvio Marzano, Frank - 04d Abstract in atti di convegno

conference: European Geoscience Union General Assembly (Vienna)

book: EGU General Assembly Conference Abstracts - ()

11573/1617237 - 2021 - Space-time-separable graph convolutional network for pose forecasting

Sofianos, Theodoros; Sampieri, Alessio; Franco, Luca; Galasso, Fabio - 04b Atto di convegno in volume

conference: IEEE International Conference on Computer Vision (Montreal; Canada)

book: Proceedings of the IEEE/CVF international conference on computer vision (ICCV) - (978-1-6654-2812-5; 978-1-6654-2813-2)