Please see my comment to the question.
There is no such thing as ASP.NET bitmap. You can use WPF bitmaps even in ASP.NET, why not? ASP.NET is a server-side technology, so, there is no .NET UI, and therefore you can use any graphics library.
[EDIT]
For the conversion, see, for example, this code sample:
http://snipplr.com/view/63090/[
^].
—SA