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News
Applied Sciences, Vol. 16, Pages 8329: Zero-Shot Low-Light Image Enhancement via Diffusion with Joint Frequency and Spatial Guidance
1+ hour, 3+ min ago (323+ words) Existing zero-shot low-light image enhancement methods often underutilize image priors, leading to noise amplification and color distortion. To address these issues, we propose a zero-shot framework for low-light image enhancement. The framework first performs illumination-aware self-supervised denoising to generate a…...
Applied Sciences, Vol. 16, Pages 7961: MambaUNet: An Efficient U-Shaped State-Space Network for Underwater Image Enhancement
1+ week, 3+ day ago (436+ words) Underwater images are frequently degraded by wavelength-dependent absorption and scattering, resulting in color casts, low contrast, blurred textures, and loss of structural details. Existing enhancement networks may struggle to balance global context modeling, local detail recovery, and computational efficiency. To…...