Stefano Pini

Research Projects

• RedVision Lab

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	Bergamini, L.; Pini, S.; Simoni, A.; Vezzani, R.; Calderara, S.; Eath, R. B. D.; Fisher, R. B. "Extracting accurate long-term behavior changes from a large pig dataset" VISIGRAPP 2021 - Proceedings of the 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, vol. 5, online, pp. 524 -533 , 2021, 2021 Conference
2	Simoni, Alessandro; D'Eusanio, Andrea; Pini, Stefano; Borghi, Guido; Vezzani, Roberto "Improving Car Model Classification through Vehicle Keypoint Localization" Proceedings of the 16th International Conference on Computer Vision Theory and Applications, Online, 8-10 February 2021, 2021 Conference
3	Pini, Stefano; Borghi, Guido; Vezzani, Roberto; Maltoni, Davide; Cucchiara, Rita "A Systematic Comparison of Depth Map Representations for Face Recognition" SENSORS, vol. 21, pp. 1 -18 , 2021 | DOI: 10.3390/s21030944 Journal
4	D'Eusanio, Andrea; Pini, Stefano; Borghi, Guido; Vezzani, Roberto; Cucchiara, Rita "RefiNet: 3D Human Pose Refinement with Depth Maps" Proceedings of the 25th International Conference of Pattern Recognition, Milan, 10-15 January 2021, 2020 Conference
5	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
6	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
7	D'Eusanio, Andrea; Simoni, Alessandro; Pini, Stefano; Borghi, Guido; Vezzani, Roberto; Cucchiara, Rita "Multimodal Hand Gesture Classification for the Human-Car Interaction" INFORMATICS, vol. 7, pp. 1 -16 , 2020 Journal
8	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
9	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
10	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
11	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, 2020 | DOI: 10.1007/978-3-030-39512-4_17 Conference
12	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
13	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, 2019 Conference
14	Borghi, Guido; Pini, Stefano; Vezzani, Roberto; Cucchiara, Rita "Driver Face Verification with Depth Maps" SENSORS, pp. 19 -3361 , 2019 | DOI: 10.3390/s19153361 Journal
15	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 | DOI: 10.1007/978-3-030-30642-7_28 Conference
16	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 | DOI: 10.1007/978-3-030-30642-7_21 Conference
17	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, vol. 11752, Trento, Italy, pp. 560 -571 , 9-13 September 2019, 2019 | DOI: 10.1007/978-3-030-30645-8_51 Conference
18	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. "SHREC 2019 Track: Online Gesture Recognition" Eurographics Workshop on 3D Object Retrieval, Genova, 5-6 May 2019, 2019 | DOI: 10.2312/3dor.20191067 Conference
19	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
20	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 | DOI: 10.1109/3DV.2018.00078 Conference
21	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
22	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