Image restoration techniques employ a variety of methods to enhance the quality of degraded or damaged images. These techniques often involve complex algorithms that analyze the image data to identify areas of damage and then implement appropriate adjustments. Popular techniques include noise reduction, deblurring, and super-resolution. Noise reduc