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Assessing the Potential of Multi-Temporal Conditional Generative Adversarial Networks in SAR-to-Optical Image Translation for Early-Stage Crop Monitoring

The incomplete construction of optical image time series caused by cloud contamination is one of the major limitations facing the application of optical satellite images in crop monitoring. Thus, the construction of a complete optical image time series via image reconstruction of cloud-contaminated...

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Principais autores: Geun-Ho Kwak, No-Wook Park
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2024-03-01
coleção:Remote Sensing
Assuntos:
conditional generative adversarial networks
crop monitoring
image time series
image reconstruction
Acesso em linha:https://www.mdpi.com/2072-4292/16/7/1199
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