Shokhan M. Al-Barzinji; Hamsa M. Ahmed. A Noise-Aware Image Enhancement Framework Based on Joint Spatial–Frequency Analysis. Int. J. Comput. Inform. 2026, 5 (2). https://doi.org/10.59992/IJCI.2026.v5n2p2.