Stefano Alletto

Stefano Alletto is currently a Phd student at University of Modena and Reggio Emilia. He received the Laurea degree in computer engineering in 2014 from the University of Modena and Reggio Emilia, Italy. His research interests include egocentric and embedded vision, focusing on social interactions and augmented cultural experiences. In 2015, working on these topics, he won the best paper award at the International Conference on Intelligent Technologies for Interactive Entertainment. He is also focusing his attention on egocentric video and image registration applied to cultural heritage scenarios.

Research Projects

• DICET - INMOTO - ORganization of Cultural HEritage for Smart Tourism and Real-time Accessibility (OR.C.HE.S.T.R.A.)
• Vision for Augmented Experience

Research Activities

• Egocentric Vision for Detecting Social Relationships
• Egocentric Video Summarization
• Egocentric Video Registration and Architectural Details Retrieval
• Dr(eye)ve a Dataset for Attention-Based Tasks with Applications to Autonomous Driving

Publications

1	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
2	Alletto, Stefano; Cornia, Marcella; Baraldi, Lorenzo; Serra, Giuseppe; Cucchiara, Rita "Recognizing social relationships from an egocentric vision perspective" MULTIMODAL BEHAVIOR ANALYSIS IN THE WILD: ADVANCES AND CHALLENGES, pp. 199 -224 , 2019 | DOI: 10.1016/B978-0-12-814601-9.00015-8 Chapter in Book
3	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
4	Alletto, Stefano; Abati, Davide; Calderara, Simone; Cucchiara, Rita; Rigazio, Luca "Self-Supervised Optical Flow Estimation by Projective Bootstrap" IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, vol. 20, pp. 3294 -3302 , 2019 | DOI: 10.1109/TITS.2018.2873980 Journal
5	Palazzi, Andrea; Solera, Francesco; Calderara, Simone; Alletto, Stefano; Cucchiara, Rita "Learning Where to Attend Like a Human Driver" Proceedings of IEEE Intelligent Vehicles Symposium, Redondo Beach, CA, USA, pp. 920 -925 , 11-14 June 2017, 2017 Conference
6	Alletto, Stefano; Serra, Giuseppe; Cucchiara, Rita "Video registration in egocentric vision under day and night illumination changes" COMPUTER VISION AND IMAGE UNDERSTANDING, vol. 157, pp. 274 -283 , 2017 | DOI: 10.1016/j.cviu.2016.09.010 Journal
7	Gasparini, Riccardo; Alletto, Stefano; Serra, Giuseppe; Cucchiara, Rita "Optimizing image registration for interactive applications" Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), LECTURE NOTES IN COMPUTER SCIENCE, vol. 9768, ita, pp. 479 -488 , 2016, 2016 | DOI: 10.1007/978-3-319-40621-3_36 Conference
8	Fiore, Giuseppe Del; Mainetti, Luca; Mighali, Vincenzo; Patrono, Luigi; Alletto, Stefano; Cucchiara, Rita; Serra, Giuseppe "A location-aware architecture for an IoT-based smart museum" INTERNATIONAL JOURNAL OF ELECTRONIC GOVERNMENT RESEARCH, vol. 12, pp. 39 -55 , 2016 | DOI: 10.4018/IJEGR.2016040103 Journal
9	Fergnani, Federica; Alletto, Stefano; Serra, Giuseppe; De Mira, Joaquim; Cucchiara, Rita "Body Part Based Re-identification from an Egocentric Perspective" Proceedings of CVPR, Las Vegas, USA, 26/06/2016, 2016 | DOI: 10.1109/CVPRW.2016.51 Conference
10	Alletto, Stefano; Palazzi, Andrea; Solera, Francesco; Calderara, Simone; Cucchiara, Rita "DR(eye)VE: a Dataset for Attention-Based Tasks with Applications to Autonomous and Assisted Driving" IEEE Internation Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Las Vegas, 2016, 2016 | DOI: 10.1109/CVPRW.2016.14 Conference
11	Alletto, Stefano; Serra, Giuseppe; Cucchiara, Rita "Motion Segmentation using Visual and Bio-mechanical Features" 1, Amsterdam, Ottobre 2016, 2016 | DOI: 10.1145/2964284.2967266 Conference
12	Alletto, Stefano; Abati, Davide; Serra, Giuseppe; Cucchiara, Rita "Exploring Architectural Details Through aWearable Egocentric Vision Device" SENSORS, vol. 16(2), pp. 1 -15 , 2016 | DOI: 10.3390/s16020237 Journal
13	Alletto, Stefano; Cucchiara, Rita; Del Fiore, Giuseppe; Mainetti, Luca; Mighali, Vincenzo; Patrono, Luigi; Serra, Giuseppe "An Indoor Location-aware System for an IoT-based Smart Museum" IEEE INTERNET OF THINGS JOURNAL, vol. 3, pp. 244 -253 , 2016 | DOI: 10.1109/JIOT.2015.2506258 Journal
14	Alletto, Stefano; Serra, Giuseppe; Calderara, Simone; Cucchiara, Rita "Understanding social relationships in egocentric vision" PATTERN RECOGNITION, vol. 48, pp. 4082 -4096 , 2015 | DOI: 10.1016/j.patcog.2015.06.006 Journal
15	Alletto, Stefano; Serra, Giuseppe; Cucchiara, Rita "Wearable Vision for Retrieving Architectural Details in Augmented Tourist Experiences" Proceedings of the 2015 7th International Conference on Intelligent Technologies for Interactive Entertainment, INTETAIN 2015, Torino, pp. 134 -139 , 10-12 June 2015, 2015 | DOI: 10.4108/icst.intetain.2015.260034 Conference
16	Mighali, Vincenzo; Del Fiore, Giuseppe; Patrono, Luigi; Mainetti, Luca; Alletto, Stefano; Serra, Giuseppe; Cucchiara, Rita "Innovative IoT-aware Services for a Smart Museum" Proceedings of the 24th International Conference on World Wide Web, Firenze, pp. 547 -550 , 18-22 May 2015, 2015 | DOI: 10.1145/2740908.2744711 Conference
17	Alletto, Stefano; Serra, Giuseppe; Cucchiara, Rita "Egocentric Object Tracking: An Odometry-Based Solution" International Conference on Image Analysis and Processing - ICIAP 2015, vol. 9280, Genova, pp. 687 -696 , 5-11 September 2015, 2015 | DOI: 10.1007/978-3-319-23234-8_63 Conference
18	Alletto, Stefano; Serra, Giuseppe; Calderara, Simone; Cucchiara, Rita "Head Pose Estimation in First-Person Camera Views" International Conference on Pattern Recognition, Stockholm, Sweden, pp. 4188 -4193 , 24-28 Aug. 2014, 2014 | DOI: 10.1109/ICPR.2014.718 Conference
19	Alletto, Stefano; Serra, Giuseppe; Calderara, Simone; Solera, Francesco; Cucchiara, Rita "From Ego to Nos-Vision: Detecting Social Relationships in First-Person Views" 2014 IEEE Conference on Computer Vision and Pattern Recognition Workshops, Columbus, Ohio, 23-28 June 2014, 2014 | DOI: 10.1109/CVPRW.2014.91 Conference