Dott. Davide Abati

Dott. 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 Ph.D. 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 computer vision and deep learning for novelty detection and eye fixation prediction.

Curriculum vitaedownload

Keywords: Computer Vision, Deep Learning, Novelty Detection, Generative Modeling


Teaching

  • Computer Vision (2017) - Laboratory lecturer
  • Pattern Recognition and Machine Learning (MUMET 2017) - Laboratory Lecturer
  • Pattern Recognition and Machine Learning (2017) - Laboratory Lecturer
  • Machine Learning and Deep Learning (2018) - Laboratory Lecturer

Thesis Supervision

  • Visual Reasoning: learning and composing primitives in an associative memory (MSc candidate Rosario Di Carlo)

Research Projects


Research Activities


Publications

1 Abati, Davide; Porrello, Angelo; Calderara, Simone; Cucchiara, Rita "Latent Space Autoregression for Novelty Detection" Proceedings of the International Conference on Computer Vision and Pattern Recognition (CVPR 2019), Long Beach, CA, 16-20 June 2019, 2019 Conference
2 Porrello, Angelo; Abati, Davide; Calderara, Simone; Cucchiara, Rita "Classifying Signals on Irregular Domains via Convolutional Cluster Pooling" Volume 89: International Conference on Artificial Intelligence and Statistics (AISTATS) 2019, Naha,Okinawa, Japan., Naha, Okinawa, Japan, Tuesday, 16 April 2019, 2019 Conference
3 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, vol. 12, pp. 161 -175 , 2018
DOI: 10.3233/IA-170033 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, pp. 1 -9 , 2018
DOI: 10.1109/TITS.2018.2873980 Journal
5 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
6 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
7 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
8 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
9 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
10 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