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 |
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
,
2021
| DOI: 10.1145/3476839
Journal
|
| 2 |
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
|
| 3 | Fabbri, Matteo "Sfruttare i Dati Sintetici per Migliorare la Comprensione del Comportamento Umano" 2021 Other |
| 4 |
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
|
| 5 |
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
|
| 6 |
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
|
| 7 |
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
|
| 8 |
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
|
| 9 |
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
|