Digital image processing involves performing operations on images to enhance them or extract useful information. It includes steps like image acquisition, enhancement, restoration, and compression. The key components of an image processing system are image sensors that capture image data, dedicated hardware for processing, general-purpose computers, software with processing algorithms, mass storage for pixels, hard copy devices to store outputs, displays to show outputs, and a network connecting all the components.