First download http://sed.sourceforge.net/grabbag/scripts/list_urls.sed.

Make the script executable with chmod:

chmod +x list_urls.sed

Now pipe the HTML to the script:

cat your.html | list_urls.sed

The output will be all URLs it finds...

More Sed scripts and documentation can be found here