Search Results - "Dieste, Alvaro G."

ResNeTS: A ResNet for Time Series Analysis of Sentinel-2 Data Applied to Grassland Plant-Biodiversity Prediction by Dieste, Alvaro G., Arguello, Francisco, Heras, Dora B., Magdon, Paul, Linstadter, Anja, Dubovyk, Olena, Muro, Javier

“…Analyzing time series from remote sensing data can aid in understanding spectral-temporal phenomena in ecosystems, such as the seasonal variation of plant…”
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ResBaGAN: A Residual Balancing GAN with Data Augmentation for Forest Mapping by Dieste, Alvaro G., Arguello, Francisco, Heras, Dora B.

“…Although deep learning techniques are known to achieve outstanding classification accuracies, remote sensing datasets often present limited labeled data and…”
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