Search Results for author: Rohaifa Khaldi

Found 3 papers, 1 papers with code

Shrub of a thousand faces: an individual segmentation from satellite images using deep learning

no code implementations31 Jan 2024 Rohaifa Khaldi, Siham Tabik, Sergio Puertas-Ruiz, Julio Peñas de Giles, José Antonio Hódar Correa, Regino Zamora, Domingo Alcaraz Segura

In this study, we propose a new data construction design that consists in using photo interpreted (PI) and field work (FW) data to respectively develop and externally validate the model.

Instance Segmentation Semantic Segmentation

Bidirectional recurrent imputation and abundance estimation of LULC classes with MODIS multispectral time series and geo-topographic and climatic data

1 code implementation11 Oct 2023 José Rodríguez-Ortega, Rohaifa Khaldi, Domingo Alcaraz-Segura, Siham Tabik

Experimental results demonstrate that integrating spectral-temporal input data with geo-topographic and climatic information significantly improves the estimation of LULC abundances in mixed pixels.

Imputation Time Series

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