Gianni Cristian Iannelli

Extensive Exposure Mapping in Urban Areas through Deep Analysis of Street-Level Pictures for Floor Count Determination

Gianni Cristian Iannelli, Fabio Dell’Acqua · Urban Science · 2017 · 32 citations · Full text

Scene Analysis, Engineering, Machine Learning +23

Building Footprint Extraction from Multispectral, Spaceborne Earth Observation Datasets Using a Structurally Optimized U-Net Convolutional Neural Network

G. Pasquali, Gianni Cristian Iannelli, Fabio Dell’Acqua · Remote Sensing · 2019 · 30 citations · Full text

Footprint Detection, Earth Observation, Convolutional Neural Network +23

A Novel Strategy for Very-Large-Scale Cash-Crop Mapping in the Context of Weather-Related Risk Assessment, Combining Global Satellite Multispectral Datasets, Environmental Constraints, and In Situ Acquisition of Geospatial Data

Fabio Dell’Acqua, Gianni Cristian Iannelli, Marco A. Torres et al. · Sensors · 2018 · 23 citations · Full text

Jointly Exploiting Sentinel-1 and Sentinel-2 for Urban Mapping

Gianni Cristian Iannelli, Paolo Gamba · 2018 · 21 citations

Engineering, Multi-image Fusion, Land Cover +21

Urban Area Extent Extraction in Spaceborne HR and VHR Data Using Multi-Resolution Features

Gianni Cristian Iannelli, Gianni Lisini, Fabio Dell’Acqua et al. · Sensors · 2014 · 15 citations · Full text