Show new Bitmap in Image control

I am attempting to generate thumbnails on the fly.  All my images come from a URL, which is fine for the Image control (using ImageUrl="").  However, when I create a resized thumbnail I am generating a new Bitmap image.  How can I assign this to the Image control's ImageUrl property?
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