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. 2026 May 28;26(11):3429. doi: 10.3390/s26113429
BM4D Block-Matching and 4D Filtering
BN Batch Normalization
DC-SRGAN Deep Convolutional Super-Resolution Generative Adversarial Network
EAPT Efficient Attention Pyramid Transformer
EDSR Enhanced Deep Super-Resolution Network
ESRGAN Enhanced Super-Resolution Generative Adversarial Networks
FAGAN Fusion Attention of Generative Adversarial Networks
GAN Generative Adversarial Network
HCSA Hybrid Channel-Spatial Attention
HR High-Resolution
LR Low-Resolution
MAE Mean Absolute Error
MFAGAN Multi-Scale Fusion Attention Mechanisms of Generative Adversarial Networks
MSE Mean Squared Error
MSM1 Fixed-Scale Multi-Scale Module
MSM2 1/2 Downsampling Multi-Scale Module
MSRAFFN Multi-Scale Recursive Attention Feature Fusion Network
PSNR Peak Signal-to-Noise Ratio
SAT-Net Structure-Aware Transformer-Based Attention Fusion Network
SR Super-Resolution
SRCNN Super-Resolution Convolutional Neural Network
SRCycleGAN Super-Resolution Cycle-Consistent Generative Adversarial Network
SRDUN Super-Resolution Dense U-Net
SRGAN Super-Resolution Generative Adversarial Network
SSIM Structural Similarity Index
TMSDNet Transformer with Multi-Scale Dense Network
U-Net U-Net Convolutional Neural Network
VGG Visual Geometry Group Network