From RGB to Synthetic NIR: Image-to-Image Translation for Pineapple Crop Monitoring Using Pix2PixHD

Near-infrared (NIR) imaging plays a crucial role in precision agriculture; however, the high cost of multispectral sensors limits its widespread adoption. In this study, we generate synthetic NIR images (2592 × 1944 pixels) of pineapple crops from standard RGB drone imagery using the Pix2PixHD frame...

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Detalhes bibliográficos

Principais autores:	Darío Doria Usta, Ricardo Hundelshaussen, Carlos Martínez López, Delio Salgado Chamorro, César López Martínez, João Felipe Coimbra Leite Costa, Marcel Arcari Bassani
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2025-12-01
coleção:	Technologies
Assuntos:	precision agriculture Pix2PixHD image-to-image translation synthetic NIR generation GANs pineapple crop
Acesso em linha:	https://www.mdpi.com/2227-7080/13/12/569
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