LTCF-Net combines dual LAB/YUV color-space processing with transformer attention and a Fourier brightness module, reporting top PSNR/SSIM on five benchmarks with only 0.155M parameters.
A dynamic his- togram equalization for image contrast enhancement
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LTCF-Net: A Transformer-Enhanced Dual-Channel Fourier Framework for Low-Light Image Restoration
LTCF-Net combines dual LAB/YUV color-space processing with transformer attention and a Fourier brightness module, reporting top PSNR/SSIM on five benchmarks with only 0.155M parameters.