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Underwater optical images frequently suffer from wavelength-dependent attenuation and scattering, resulting in color distortion, contrast reduction, and structural-detail loss. Recent methods have already explored directional modeling and spatial–frequency fusion; coordinating these operations through explicitly specif...
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