Hope this will help you,
In Drupal 7 you can use VIEWS Rewrite results to link an IMAGE to a PDF file.
Steps:
- Go to your VIEW -> Image field and under Link image to select NOTHING
- And then go to Rewrite results and check Output this field as a link and give the path of the PDF file.
- You can also use TOKENS by using Replacement patterns for PDF file path name
