High-quality multispectral image generation using Conditional GANs

Abstract

Fast track article for IS&T International Symposium on Electronic Imaging 2020: Imaging and Multimedia Analytics in a Web and Mobile World proceedings.

Drone-Aided Detection of Weeds: Transfer Learning for Embedded Image Processing

“…Costa et al [22] introduce a new NDVI mimicking index computed from RGB data by the use of a genetic algorithm. Finally, inspired by Pix2Pix [23] performance in conditional synthesis tasks, Yuan et al [24] and Soni et al [25] separately proposed to use the same conditional generative adversarial CNN for the purpose of sampling visually plausible near infrared spectral band from the satellite and aerial RGB observations respectively.…”