I need help identifying this font:

It seems to actually be two fonts (one for the top text and one for the bottom). I have downloaded a Vector Stock image from http://www.vectorstock.com/royalty-free-vector/vintage-card-vector-826177 and I really liked the way this font looked together with that image. Unfortunatly the text is not editable and does not have any info about the font used.

If the exact font cannot be identified, suggestions would be helpful. I am looking for something to go along with that image. I plan on using the floral type design from the link to make a gift label for guests at a wedding.