2026. Hybrid CNN–RNN Framework for Intelligent Image Noise Removal and Quality Enhancement. Journal of Scientific and Human Dimensions. 2, 2 (Apr. 2026), 262–280. DOI:https://doi.org/10.65421/jshd.v2i2.157.