Digital image file formats are categorized into bitmap (raster) and vector images, with bitmap images represented as pixel data and vector images defined by key points. Common bitmap formats include JPEG, PNG, and GIF, while vector formats include SVG and EPS. A key difference is that resizing bitmap images affects resolution, while vector images maintain resolution regardless of resizing.