Image restoration techniques employ a variety of methods to enhance the quality of degraded or damaged images. These techniques often demand complex algorithms that interpret the image data to detect areas of damage and then utilize appropriate modifications. Frequent techniques include noise reduction, deblurring, and super-resolution. Noise reduc