Digital image processing involves representing visual information like photos using binary numbers, analyzing and manipulating the image data using algorithms, and applying techniques like enhancement, restoration, segmentation, representation, analysis, and synthesis. Key applications of digital image processing include medical imaging, remote sensing, computer vision, and multimedia.