I remember when I used pdfimages to extract images from a pdf file and I didn't read the manual beforehand. It turned out that you should call it like pdfimages <pdf_file> <prefix> and if you don't specify a prefix it generates filenames in the form of -img001, -img002, ... (or something like that). I had a hard time deleting those images.
