How to add a link in a image’s caption?

I would like to add a link to the caption of a photo in one of my posts. I can type in the HTML for the link in the caption, but when I publish the post the link gets removed.

How do you add a link to a caption? This would be really useful for giving photo credit.

See my answer on question 3097 for a possible solution.