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. 2026 Sep 14;15(18):2818. doi: 10.3390/plants15182818
NIRS Near-infrared spectroscopy
HSI hyperspectral imaging
ROI Region of interest
GP Germination percentage
GE Germination energy
CNN Convolutional neural network
DCNN Deep convolutional neural network
SAM-GAN Spectral angle mapper- Generative adversarial network
DCGAN Deep convolutional generative adversarial network
NS-PFCE Unsupervised-Parameter-free calibration enhancement
SS-PFCE Semi-supervised-Parameter-free calibration enhancement
FS-PFCE Full-supervised-Parameter-free calibration enhancement
DPC Dual-level probability consistency
MPC Mean probability consistency
SPC Sample probability consistency
DPC-FS-PFCE Dual-Level Probability Consistency FS-PFCE