The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Download
Publications Copernicus
Download
Citation
Articles | Volume XLII-3
https://doi.org/10.5194/isprs-archives-XLII-3-1311-2018
https://doi.org/10.5194/isprs-archives-XLII-3-1311-2018
30 Apr 2018
 | 30 Apr 2018

APPLICATION OF DEEP LEARNING OF MULTI-TEMPORAL SENTINEL-1 IMAGES FOR THE CLASSIFICATION OF COASTAL VEGETATION ZONE OF THE DANUBE DELTA

S. Niculescu, D. Ienco, and J. Hanganu

Related authors

ROCKY SHORELINE EXTRACTION USING A DEEP LEARNING MODEL AND OBJECT-BASED IMAGE ANALYSIS
S. Bengoufa, S. Niculescu, M. K. Mihoubi, R. Belkessa, and K. Abbad
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 23–29, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-23-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-23-2021, 2021
ASSESSMENT OF COMBINING CONVOLUTIONAL NEURAL NETWORKS AND OBJECT BASED IMAGE ANALYSIS TO LAND COVER CLASSIFICATION USING SENTINEL 2 SATELLITE IMAGERY (TENES REGION, ALGERIA)
N. Zaabar, S. Niculescu, and M. K. Mihoubi
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 383–389, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-383-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-383-2021, 2021
ROTATION FORESTS AND RANDOM FOREST CLASSIFIERS FOR MONITORING OF VEGETATION IN PAYS DE BREST (FRANCE)
S. Niculescu, J. Xia, D. Roberts, and A. Billey
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2020, 727–732, https://doi.org/10.5194/isprs-archives-XLIII-B3-2020-727-2020,https://doi.org/10.5194/isprs-archives-XLIII-B3-2020-727-2020, 2020
Synergy between Sentinel-1 radar time series and Sentinel-2 optical for the mapping of restored areas in Danube delta
Simona Niculescu, Cédric Lardeux, and Jenica Hanganu
Proc. Int. Cartogr. Assoc., 1, 82, https://doi.org/10.5194/ica-proc-1-82-2018,https://doi.org/10.5194/ica-proc-1-82-2018, 2018