Alessandro Farasin

14 papers A 1Journal 1Unranked 11
YearRankTypeTitle / Venue / Authors
2022 A conf
A Dataset for Burned Area Delineation and Severity Estimation from Satellite Imagery.
CIKM
Luca Colomba, Alessandro Farasin, Simone Monaco, Salvatore Greco, Paolo Garza, Daniele Apiletti, Elena Baralis, Tania Cerquitelli
2021 — —
Data science for geo-referenced and heterogeneous data analysis with applications in the emergency management domain.
Alessandro Farasin
2021 — conf
Double-Step deep learning framework to improve wildfire severity classification.
EDBT/ICDT Workshops
Simone Monaco, Andrea Pasini, Daniele Apiletti, Luca Colomba, Alessandro Farasin, Paolo Garza, Elena Baralis
2020 — conf
Real-time Object Detection and Tracking in Mixed Reality using Microsoft HoloLens.
VISIGRAPP (4: VISAPP)
Alessandro Farasin, Francesco Peciarolo, Marco Grangetto, Elena Gianaria, Paolo Garza
2020 — conf
Sentinel-1 Flood Delineation with Supervised Machine Learning.
ISCRAM
Giulio Palomba, Alessandro Farasin, Claudio Rossi
2020 — conf
Supervised Burned Areas Delineation by Means of Sentinel-2 Imagery and Convolutional Neural Networks.
ISCRAM
Alessandro Farasin, Luca Colomba, Giulio Palomba, Giovanni Nini
2019 — conf
A Machine Learning Approach to Monitor Air Quality from Traffic and Weather Data.
AmI (Workshops/Posters)
Claudio Rossi, Alessandro Farasin, Giacomo Falcone, Carlotta Castelluccio
2019 — conf
AI-Based Flood Event Understanding and Quantifying Using Online Media and Satellite Data.
MediaEval
Mirko Zaffaroni, Laura Lopez-Fuentes, Alessandro Farasin, Paolo Garza, Harald Skinnemoen
2019 J jnl
Detection of GNSS Ionospheric Scintillations Based on Machine Learning Decision Tree.
IEEE Trans. Aerosp. Electron. Syst.
Nicola Linty, Alessandro Farasin, Alfredo Favenza, Fabio Dovis
2019 — conf
Estimation of Speed and Distance of Surrounding Vehicles from a Single Camera.
ICIAP (1)
Mirko Zaffaroni, Marco Grangetto, Alessandro Farasin
2019 — conf
Unsupervised Burned Area Estimation through Satellite Tiles: A Multimodal Approach by Means of Image Segmentation over Remote Sensing Imagery.
MACLEAN@PKDD/ECML
Alessandro Farasin, Giovanni Nini, Paolo Garza, Claudio Rossi
2019 — conf
uAQE: Urban Air Quality Evaluator.
AmI
Claudio Rossi, Alessandro Farasin, Giacomo Falcone, Carlotta Castelluccio
2018 — conf
Deep Learning Models for Passability Detection of Flooded Roads.
MediaEval
Laura Lopez-Fuentes, Alessandro Farasin, Harald Skinnemoen, Paolo Garza
2018 — conf
PERCEIVE: Precipitation Data Characterization by means on Frequent Spatio-Temporal Sequences.
ISCRAM
Alessandro Farasin, Paolo Garza