
Dott. Stefano Pini
Position at Imagelab:
PhD StudentDipartimento di Ingegneria "Enzo Ferrari"
Email:
s_DOT_pini_AT_unimore_DOT_itPhone:
+39 059 205 8778Stefano Pini
Research Projects
Research Activities
- Video Captioning with Naming
- Face Verification with Depth Images
- Video synthesis from Intensity and Event Frames
- Learning to Generate Faces from RGB and Depth data
- Hand Monitoring and Gesture Recognition for Human-Car Interaction
- 3D Human Pose Estimation from Depth Maps
Publications
1 |
D'Eusanio, Andrea; Pini, Stefano; Borghi, Guido; Vezzani, Roberto; Cucchiara, Rita
"RefiNet: 3D Human Pose Refinementwith Depth Maps"
Proceedings of the 25th International Conference of Pattern Recognition,
Milan,
10-15 January 2021,
2020
Conference
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2 |
Gasparini, Riccardo; D'Eusanio, Andrea; Borghi, Guido; Pini, Stefano; Scaglione, Giuseppe; Calderara, Simone; Fedeli, Eugenio; Cucchiara, Rita
"Anomaly Detection, Localization and Classification for Railway Inspection"
Proceedings of the 25th International Conference of Pattern Recognition,
Milan,
10-15 January 2021,
2020
Conference
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3 |
D'Eusanio, Andrea; Simoni, Alessandro; Pini, Stefano; Borghi, Guido; Vezzani, Roberto; Cucchiara, Rita
"A Transformer-Based Network for Dynamic Hand Gesture Recognition"
Proceedings of the International Conference on 3D Vision,
Fukuoka (Japan),
25-28 November 2020,
2020
Conference
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4 | D'Eusanio, Andrea; Simoni, Alessandro; Pini, Stefano; Borghi, Guido; Vezzani, Roberto; Cucchiara, Rita "Multimodal Hand Gesture Classification for the Human-Car Interaction" INFORMATICS, pp. 7 -31 , 2020 Journal |
5 |
Pini, Stefano; D'Eusanio, Andrea; Borghi, Guido; Vezzani, Roberto; Cucchiara, Rita
"Baracca: a Multimodal Dataset for Anthropometric Measurements in Automotive"
Proceedings of the International Joint Conference on Biometrics (IJCB),
Houston,
September 28 - October 1, 2020,
2020
Conference
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6 |
Gasparini, Riccardo; Pini, Stefano; Borghi, Guido; Scaglione, Giuseppe; Calderara, Simone; Fedeli, Eugenio; Cucchiara, Rita
"Anomaly Detection for Vision-based Railway Inspection"
Proceedings of the 1st International Workshop on Artificial Intelligence for RAILwayS (AI4RAILS),
Munich, Germany,
7 September 2020,
2020
Conference
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7 |
Pini, Stefano; Borghi, Guido; Vezzani, Roberto
"Learn to See by Events: Color Frame Synthesis from Event and RGB Cameras"
Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications,
vol. 4,
Valletta (Malta),
pp. 37
-47
,
27-29 February 2020,
2020
Conference
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8 |
Pini, Stefano; Cornia, Marcella; Bolelli, Federico; Baraldi, Lorenzo; Cucchiara, Rita
"M-VAD Names: a Dataset for Video Captioning with Naming"
MULTIMEDIA TOOLS AND APPLICATIONS,
vol. 78,
pp. 14007
-14027
,
2019
| DOI: 10.1007/s11042-018-7040-z
Journal
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9 |
BORGHI, GUIDO; PINI, STEFANO; VEZZANI, Roberto; CUCCHIARA, Rita
"Mercury: a vision-based framework for Driver Monitoring"
Proceedings of the 3rd International Conference on Intelligent Human Systems Integration: Integrating People and Intelligent Systems (IHSI 2020),
Modena, Italy,
19-21 February 2020,
2019
Conference
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10 |
Borghi, Guido; Pini, Stefano; Vezzani, Roberto; Cucchiara, Rita
"Driver Face Verification with Depth Maps"
SENSORS,
pp. 19
-3361
,
2019
Journal
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11 |
Pini, Stefano; Borghi, Guido; Vezzani, Roberto; Cucchiara, Rita
"Video synthesis from Intensity and Event Frames"
Proceedings of the 20th International Conference on Image Analysis and Processing,
Trento, Italy,
9-13 September 2019,
2019
Conference
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12 |
D'Eusanio, Andrea; Pini, Stefano; Borghi, Guido; Vezzani, Roberto; Cucchiara, Rita
"Manual Annotations on Depth Maps for Human Pose Estimation"
Proceedings of the 20th International Conference on Image Analysis and Processing,
Trento, Italia,
9-13 September 2019,
2019
Conference
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13 |
Manganaro, Fabio; Pini, Stefano; Borghi, Guido; Vezzani, Roberto; Cucchiara, Rita
"Hand Gestures for the Human-Car Interaction: the Briareo dataset"
Proceedings of the 20th International Conference on Image Analysis and Processing,
Trento, Italy,
9-13 September 2019,
2019
Conference
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14 |
Caputo, F. M.; Burato, S.; Pavan, G.; Voillemin, T.; Wannous, H.; Vandeborre, J. P.; Maghoumi, M.; Taranta, E. M.; Razmjoo, A.; J. J. LaViola Jr., ; MANGANARO, FABIO; Pini, S.; Borghi, G.; Vezzani, R.; Cucchiara, R.; Nguyen, H.; Tran, M. T.; Giachetti, A.
"Online Gesture Recognition"
Eurographics Workshop on 3D Object Retrieval,
Genova,
5-6 May 2019,
2019
| DOI: 10.2312/3dor.20191067
Conference
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15 |
BORGHI, GUIDO; PINI, STEFANO; GRAZIOLI, FILIPPO; VEZZANI, Roberto; CUCCHIARA, Rita
"Face Verification from Depth using Privileged Information"
Proceedings of the 29th British Machine Vision Conference (BMVC),
Newcastle,
3-6 September 2018,
2018
Conference
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16 |
Cornia, Marcella; Pini, Stefano; Baraldi, Lorenzo; Cucchiara, Rita
"Automatic Image Cropping and Selection using Saliency: an Application to Historical Manuscripts"
Digital Libraries and Multimedia Archives,
vol. 806,
Udine,
pp. 169
-179
,
January 25-26, 2018,
2018
| DOI: 10.1007/978-3-319-73165-0_17
Conference
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17 |
Pini, Stefano; Grazioli, Filippo; Borghi, Guido; Vezzani, Roberto; Cucchiara, Rita
"Learning to Generate Facial Depth Maps"
Proceedings of the 6th international conference on 3D Vision (3DV),
Verona,
5-8 September,
2018
Conference
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18 |
Pini, Stefano; Ben Ahmed, Olfa; Cornia, Marcella; Baraldi, Lorenzo; Cucchiara, Rita; Huet, Benoit
"Modeling Multimodal Cues in a Deep Learning-based Framework for Emotion Recognition in the Wild"
Proceedings of the 19th ACM International Conference on Multimodal Interaction,
Glasgow, Scotland,
pp. 536
-543
,
November 13-17th, 2017,
2017
| DOI: 10.1145/3136755.3143006
Conference
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19 |
Pini, Stefano; Cornia, Marcella; Baraldi, Lorenzo; Cucchiara, Rita
"Towards Video Captioning with Naming: a Novel Dataset and a Multi-Modal Approach"
Image Analysis and Processing - ICIAP 2017,
vol. 10485,
Catania, Italy,
pp. 384
-395
,
11-15 September 2017,
2017
| DOI: 10.1007/978-3-319-68548-9_36
Conference
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