Gianni Cristian Iannelli

Publication Activity (10 Years)

Years Active: 2013-2020
Publications (10 Years): 11

Top Topics

Image Classification

Geospatial Data

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Publications

Andrea Marinoni, Gianni Cristian Iannelli, Salman Khaleghian, Paolo Gamba
On the Optimal Design of Convolutional Neural Networks for Earth Observation Data Analysis by Maximization of Information Extraction. IGARSS (2020)
Gianni Cristian Iannelli, Paolo Gamba
Urban Extent Extraction Combining Sentinel Data in the Optical and Microwave Range. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (7) (2019)
Giorgio Pasquali, Gianni Cristian Iannelli, Fabio Dell'Acqua
Building Footprint Extraction from Multispectral, Spaceborne Earth Observation Datasets Using a Structurally Optimized U-Net Convolutional Neural Network. Remote. Sens. 11 (23) (2019)
Zelang Miao, Gianni Cristian Iannelli, Paolo Gamba
Using social media data to map urban areas: ideas and limits. IGARSS (2019)
Gianni Cristian Iannelli, Paolo Gamba
Jointly Exploiting Sentinel-1 and Sentinel-2 for Urban Mapping. IGARSS (2018)
Fabio Dell'Acqua, Gianni Cristian Iannelli, Marco A. Torres, Mario L. V. Martina
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 18 (2) (2018)
Andrea Marinoni, Gianni Cristian Iannelli, Paolo Gamba
An Information Theory-Based Scheme for Efficient Classification of Remote Sensing Data. IEEE Trans. Geosci. Remote. Sens. 55 (10) (2017)
Gianni Cristian Iannelli, Paolo Gamba
Improving the HBDT framework fusing HR and VHR SAR and optical data for image classification. IGARSS (2017)
Fabio Dell'Acqua, Gianni Cristian Iannelli, John P. Kerekes, Gabriele Moser, Leland E. Pierce, Emanuele Goldoni
The IEEE GRSS data and algorithm standard evaluation (DASE) website: Incrementally building a standardized assessment for algorithm performance. IGARSS (2017)
Gianni Cristian Iannelli, Paolo Gamba, Xinghua Li, Huanfeng Shen
Improving urban extent extraction from VHR optical data by means of cloud detection and image reconstruction. IGARSS (2016)
Gianni Cristian Iannelli, Paolo Gamba
Hierarchical hybrid decision tree multiscale fusion for urban image classification. IGARSS (2016)
Daniele De Vecchi, Mostapha Harb, Gianni Cristian Iannelli, Paolo Gamba, Fabio Dell'Acqua, Raul Queiroz Feitosa
A feature-based approach to register CBERS CCD and HRC imagery for built-up area extraction purposes. JURSE (2015)
Fabio Dell'Acqua, Gianni Cristian Iannelli, Gianni Lisini, Niccolo Ricardi, Maria Elena Gorrini, Chiara Mussi, Mirella T. A. Robino
A landscape archaeology application of "big heritage data": Detecting traces of Roman centuriations in large-scale, old aerial photos. IGARSS (2015)
Gianni Cristian Iannelli, Gianni Lisini, Fabio Dell'Acqua, Raul Queiroz Feitosa, Gilson Alexandre Ostwald Pedro da Costa, Paolo Gamba
Urban Area Extent Extraction in Spaceborne HR and VHR Data Using Multi-Resolution Features. Sensors 14 (10) (2014)
Gianni Cristian Iannelli, Paolo Gamba, Fabio Dell'Acqua, Gianni Lisini, Gilson A. O. P. da Costa, Raul Queiroz Feitosa
Fusion of spectral and spatial features for human settlement extraction. IGARSS (2013)