Unless the PDF file complies with one of the ISO subset standards (PDF/X, PDF/A, etc.), then a PDF doesn't have an associated ICC profile. Individual objects within the PDF may have associated profiles, but none exists at the document (or page) level.
What are you trying to accomplish?