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ORCIDGianni Cristian Iannelli
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Journal Articles
- 2019
[j5]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): 2803 (2019)- [j4]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): 2209-2216 (2019) - 2018
- [j3]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): 591 (2018) - 2017
- [j2]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): 5864-5876 (2017) - 2014
- [j1]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): 18337-18352 (2014)
Conference and Workshop Papers
- 2020
- [c10]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: 3505-3508 - 2019
- [c9]Zelang Miao, Gianni Cristian Iannelli, Paolo Gamba:
Using social media data to map urban areas: ideas and limits. IGARSS 2019: 5800-5803 - 2018
- [c8]Gianni Cristian Iannelli, Paolo Gamba:
Jointly Exploiting Sentinel-1 and Sentinel-2 for Urban Mapping. IGARSS 2018: 8209-8212 - 2017
- [c7]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: 2601-2608 - [c6]Gianni Cristian Iannelli, Paolo Gamba:
Improving the HBDT framework fusing HR and VHR SAR and optical data for image classification. IGARSS 2017: 5474-5477 - 2016
- [c5]Gianni Cristian Iannelli, Paolo Gamba:
Hierarchical hybrid decision tree multiscale fusion for urban image classification. IGARSS 2016: 1800-1803 - [c4]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: 7307-7309 - 2015
- [c3]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: 3080-3082 - [c2]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: 1-4 - 2013
- [c1]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: 1222-1225
Coauthor Index
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