Matteo Fabbri
Position at AImageLab:
Postdoctoral FellowDipartimento d'Ingegneria "Enzo Ferrari", Modena, Italy
Email:
matteo_DOT_fabbri_AT_unimore_DOT_itPhone:
+39 0592058776Matteo Fabbri
Research Projects
- COntactlesS Multibiometric mObile System (in the wild)
- Data Acquistion and Benchmarking for Human Behavior Understanding and Action Analysis
- Inter-Homines - Distance-based risk estimation for human safety
- Prediction of activities and Events by Vision in an Urban Environment
- Visual Analysis of Operators-Machinery Interaction
- Intelligent Secure Trustable Things
Research Activities
- GAN4Surveillance: Generative Adversarial Networks for Attribute Classification
- Learning to Detect and Track Visible and Occluded Body Joints in a Virtual World
- Learning to Generate Faces from RGB and Depth data
Publications
1 | Mancusi, Gianluca; Panariello, Aniello; Porrello, Angelo; Fabbri, Matteo; Calderara, Simone; Cucchiara, Rita "TrackFlow: Multi-Object Tracking with Normalizing Flows" Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2023, Paris, pp. 9531 -9543 , 2023, 2023 Conference |
2 | Cucchiara, Rita; Fabbri, Matteo "Fine-Grained Human Analysis Under Occlusions and Perspective Constraints in Multimedia Surveillance" ACM TRANSACTIONS ON MULTIMEDIA COMPUTING, COMMUNICATIONS AND APPLICATIONS, vol. 18, pp. 1 -23 , 2022 | DOI: 10.1145/3476839 Journal |
3 | Fabbri, Matteo; Braso, Guillem; Maugeri, Gianluca; Cetintas, Orcun; Gasparini, Riccardo; Osep, Aljosa; Calderara, Simone; Leal-Taixe, Laura; Cucchiara, Rita "MOTSynth: How Can Synthetic Data Help Pedestrian Detection and Tracking?" Proceedings of the IEEE/CVF International Conference on Computer Vision, Virtual, pp. 10829 -10839 , Ottobre 11-17 2021, 2021 | DOI: 10.1109/ICCV48922.2021.01067 Conference |
4 | Fabbri, Matteo "Sfruttare i Dati Sintetici per Migliorare la Comprensione del Comportamento Umano" 2021 Other |
5 | Borghi, Guido; Fabbri, Matteo; Vezzani, Roberto; Calderara, Simone; Cucchiara, Rita "Face-from-Depth for Head Pose Estimation on Depth Images" IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, vol. 42, pp. 596 -609 , 2020 | DOI: 10.1109/TPAMI.2018.2885472 Journal |
6 | Fabbri, Matteo; Lanzi, Fabio; Calderara, Simone; Alletto, Stefano; Cucchiara, Rita "Compressed Volumetric Heatmaps for Multi-Person 3D Pose Estimation" Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, Seattle, pp. 7202 -7211 , June, 16-18 2020, 2020 | DOI: 10.1109/CVPR42600.2020.00723 Conference |
7 | Fulgeri, F.; Fabbri, Matteo; Alletto, Stefano; Calderara, S.; Cucchiara, R. "Can adversarial networks hallucinate occluded people with a plausible aspect?" COMPUTER VISION AND IMAGE UNDERSTANDING, vol. 182, pp. 71 -80 , 2019 | DOI: 10.1016/j.cviu.2019.03.007 Journal |
8 | Fabbri, Matteo; Lanzi, Fabio; Calderara, Simone; Palazzi, Andrea; Vezzani, Roberto; Cucchiara, Rita "Learning to Detect and Track Visible and Occluded Body Joints in a Virtual World" Proceedings of the 15th European Conference on Computer Vision (ECCV) 2018, vol. 11208, Munich (Germany), pp. 450 -466 , September, 8-14 2018, 2018 | DOI: 10.1007/978-3-030-01225-0_27 Conference |
9 | Fabbri, Matteo; Borghi, Guido; Lanzi, Fabio; Vezzani, Roberto; Calderara, Simone; Cucchiara, Rita "Domain Translation with Conditional GANs: from Depth to RGB Face-to-Face" Proceedings of the 24th International Conference on Pattern Recognition (ICPR) 2018, Beijing (China), August , 20-24 2018, 2018 Conference |
10 | Fabbri, Matteo; Calderara, Simone; Cucchiara, Rita "Generative Adversarial Models for People Attribute Recognition in Surveillance" Proceedings of the 14th IEEE International Conference on Advanced Video and Signal based Surveillance, Lecce, Italy, 29th August - 1st September, 2017, 2017 Conference |