Image scaling is the process of resizing a digital image, which can involve either enlarging or reducing its dimensions while trying to maintain the quality and clarity of the original image. It is crucial in various applications such as web design, printing, and computer graphics, where images need to fit specific dimensions without losing important details or introducing artifacts.