After a lot of searching, I found that in Outlook there is no way to catch the hyperlink click event.
If we want to catch a link, we can define our own protocol URL, as shown below.
http://msdn.microsoft.com/en-us/library/aa767914 (VS.85) .aspx
Then, using our own protocol handler, we can catch the event.
If anyone needs more information, ask here.