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...

Ausführliche Beschreibung

Bibliografische Detailangaben

Hauptverfasser:	Darío Doria Usta, Ricardo Hundelshaussen, Carlos Martínez López, Delio Salgado Chamorro, César López Martínez, João Felipe Coimbra Leite Costa, Marcel Arcari Bassani
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	MDPI AG 2025-12-01
Schriftenreihe:	Technologies
Schlagworte:	precision agriculture Pix2PixHD image-to-image translation synthetic NIR generation GANs pineapple crop
Online-Zugang:	https://www.mdpi.com/2227-7080/13/12/569
Tags:	Tag hinzufügen Keine Tags, Fügen Sie das erste Tag hinzu!