An assessment of image features and random forest for land cover mapping over large areas using high resolution Satellite Image Time Series

2016 ◽  
Author(s):  
C. Pelletier ◽  
S. Valero ◽  
J. Inglada ◽  
G. Dedieu ◽  
N. Champion
Keyword(s):  
Time Series ◽  
High Resolution ◽  
Random Forest ◽  
Land Cover ◽  
Satellite Image ◽  
Image Features ◽  
Land Cover Mapping ◽  
High Resolution Satellite Image

Assessing the robustness of Random Forests to map land cover with high resolution satellite image time series over large areas

2016 ◽  
Vol 187 ◽  
pp. 156-168 ◽  
Author(s):  
Charlotte Pelletier ◽  
Silvia Valero ◽  
Jordi Inglada ◽  
Nicolas Champion ◽  
Gérard Dedieu
Keyword(s):  
Time Series ◽  
High Resolution ◽  
Land Cover ◽  
Random Forests ◽  
Satellite Image ◽  
High Resolution Satellite Image

scholarly journals Operational High Resolution Land Cover Map Production at the Country Scale Using Satellite Image Time Series

2017 ◽  
Vol 9 (1) ◽  
pp. 95 ◽  
Author(s):  
Jordi Inglada ◽  
Arthur Vincent ◽  
Marcela Arias ◽  
Benjamin Tardy ◽  
David Morin ◽  
...  
Keyword(s):  
Time Series ◽  
High Resolution ◽  
Land Cover ◽  
Satellite Image ◽  
Land Cover Map

scholarly journals Effect of Training Class Label Noise on Classification Performances for Land Cover Mapping with Satellite Image Time Series

2017 ◽  
Vol 9 (2) ◽  
pp. 173 ◽  
Author(s):  
Charlotte Pelletier ◽  
Silvia Valero ◽  
Jordi Inglada ◽  
Nicolas Champion ◽  
Claire Marais Sicre ◽  
...  
Keyword(s):  
Time Series ◽  
Land Cover ◽  
Satellite Image ◽  
Land Cover Mapping ◽  
Class Label ◽  
Label Noise ◽  
Training Class
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