Image Restoration

Image restoration is a class of inverse problems in the field of computer vision, aiming to obtain high-quality images from damaged input images. The process involves removing image degradation caused by the image acquisition process (such as noise, lens blur), post-processing (such as JPEG compression), or non-ideal photography conditions (such as haze, motion blur). Image restoration techniques are of significant application value in improving image quality, enhancing visual effects, and optimizing image analysis, among other areas.