Gianni Cristian Iannelli

15 papers C 9Journal 5Unranked 1
YearRankTypeTitle / Venue / Authors
2020 C conf
On the Optimal Design of Convolutional Neural Networks for Earth Observation Data Analysis by Maximization of Information Extraction.
IGARSS
Andrea Marinoni, Gianni Cristian Iannelli, Salman Khaleghian, Paolo Gamba
2019 J jnl
Building Footprint Extraction from Multispectral, Spaceborne Earth Observation Datasets Using a Structurally Optimized U-Net Convolutional Neural Network.
Remote. Sens.
Giorgio Pasquali, Gianni Cristian Iannelli, Fabio Dell'Acqua
2019 J jnl
Urban Extent Extraction Combining Sentinel Data in the Optical and Microwave Range.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Gianni Cristian Iannelli, Paolo Gamba
2019 C conf
Using social media data to map urban areas: ideas and limits.
IGARSS
Zelang Miao, Gianni Cristian Iannelli, Paolo Gamba
2018 J jnl
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.
Sensors
Fabio Dell'Acqua, Gianni Cristian Iannelli, Marco A. Torres, Mario L. V. Martina
2018 C conf
Jointly Exploiting Sentinel-1 and Sentinel-2 for Urban Mapping.
IGARSS
Gianni Cristian Iannelli, Paolo Gamba
2017 J jnl
An Information Theory-Based Scheme for Efficient Classification of Remote Sensing Data.
IEEE Trans. Geosci. Remote. Sens.
Andrea Marinoni, Gianni Cristian Iannelli, Paolo Gamba
2017 C conf
Improving the HBDT framework fusing HR and VHR SAR and optical data for image classification.
IGARSS
Gianni Cristian Iannelli, Paolo Gamba
2017 C conf
The IEEE GRSS data and algorithm standard evaluation (DASE) website: Incrementally building a standardized assessment for algorithm performance.
IGARSS
Fabio Dell'Acqua, Gianni Cristian Iannelli, John P. Kerekes, Gabriele Moser, Leland E. Pierce, Emanuele Goldoni
2016 C conf
Hierarchical hybrid decision tree multiscale fusion for urban image classification.
IGARSS
Gianni Cristian Iannelli, Paolo Gamba
2016 C conf
Improving urban extent extraction from VHR optical data by means of cloud detection and image reconstruction.
IGARSS
Gianni Cristian Iannelli, Paolo Gamba, Xinghua Li, Huanfeng Shen
2015 — conf
A feature-based approach to register CBERS CCD and HRC imagery for built-up area extraction purposes.
JURSE
Daniele De Vecchi, Mostapha Harb, Gianni Cristian Iannelli, Paolo Gamba, Fabio Dell'Acqua, Raul Queiroz Feitosa
2015 C conf
A landscape archaeology application of "big heritage data": Detecting traces of Roman centuriations in large-scale, old aerial photos.
IGARSS
Fabio Dell'Acqua, Gianni Cristian Iannelli, Gianni Lisini, Niccolo Ricardi, Maria Elena Gorrini, Chiara Mussi, Mirella T. A. Robino
2014 J jnl
Urban Area Extent Extraction in Spaceborne HR and VHR Data Using Multi-Resolution Features.
Sensors
Gianni Cristian Iannelli, Gianni Lisini, Fabio Dell'Acqua, Raul Queiroz Feitosa, Gilson Alexandre Ostwald Pedro da Costa, Paolo Gamba
2013 C conf
Fusion of spectral and spatial features for human settlement extraction.
IGARSS
Gianni Cristian Iannelli, Paolo Gamba, Fabio Dell'Acqua, Gianni Lisini, Gilson A. O. P. da Costa, Raul Queiroz Feitosa