Davide Abati

Davide Abati

Homepage:

http://www.davideabati.com

Position at Imagelab:

PhD Student
Dipartimento d'Ingegneria "Enzo Ferrari", Modena Italy

Email:

davide_DOT_abati_AT_unimore_DOT_it

Phone:

+39 059-2058788

Davide Abati

Davide Abati is a PhD student at the Doctorate School in ICT of the University of Modena e Reggio Emilia. He works under the supervision of Prof. Rita Cucchiara and Prof. Simone Calderara, on deep learning and graphical models for image and video segmentation.

Curriculum vitaedownload

Keywords: Deep Learning, Probabilistic Graphical Models, Segmentation


Teaching

  • Computer Vision (2017) - Laboratory lecturer

Research Projects


Research Activities


Publications

1 Palazzi, Andrea; Abati, Davide; Calderara, Simone; Solera, Francesco; Cucchiara, Rita "Predicting the Driver's Focus of Attention: the DR(eye)VE Project" IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, pp. 1 -1 , 2018
DOI: 10.1109/TPAMI.2018.2845370 Journal
2 Cornia, Marcella; Abati, Davide; Baraldi, Lorenzo; Palazzi, Andrea; Calderara, Simone; Cucchiara, Rita "Attentive Models in Vision: Computing Saliency Maps in the Deep Learning Era" INTELLIGENZA ARTIFICIALE, pp. 1 -15 , 2018 Journal
3 Alletto, Stefano; Abati, Davide; Calderara, Simone; Cucchiara, Rita; Rigazio, Luca "Self-Supervised Optical Flow Estimation by Projective Bootstrap" IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, pp. 1 -9 , 2018
DOI: 10.1109/TITS.2018.2873980 Journal
4 Palazzi, Andrea; Borghi, Guido; Abati, Davide; Calderara, Simone; Cucchiara, Rita "Learning to Map Vehicles into Bird's Eye View" Proceedings of the 19th International Conference on Image Analysis and Processing, Catania, 11-15 september 2017, 2017 Conference
5 Cornia, Marcella; Abati, Davide; Baraldi, Lorenzo; Palazzi, Andrea; Calderara, Simone; Cucchiara, Rita "Attentive Models in Vision: Computing Saliency Maps in the Deep Learning Era" AI*IA 2017 Advances in Artificial Intelligence, vol. 10640, Bari, Italy, pp. 387 -399 , November 14-17, 2017, 2017
DOI: 10.1007/978-3-319-70169-1_29 Conference
6 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
7 Alletto, Stefano; Serra, Giuseppe; Rita, Cucchiara "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
8 Alletto, Stefano; Abati, Davide; Serra, Giuseppe; Cucchiara, Rita "Wearable Vision for Retrieving Architectural Details in Augmented Tourist Experiences" Proceedings of the 7th International Conference on Intelligent Technologies for Interactive Entertainment, Torino, 2015, 2015 Conference