Set default image when file not found (404)
Install and configure ImageCache Defaults module.


  ImageCache Defaults detects file paths in broken images (404 errors) generated by ImageCache (D6) and Image (D7). ImageCache Defaults can either remove images with broken paths from your markup completely or replace them with a configurable default image.