It would seem that BitmapImage is a specialized version of BitmapSource (which is CroppedBitmap). You can easily convert from image to source, but not vice versa.
This answer probably works, although I have never considered it.
BitmapSource for BitmapImage
, BitmapImages BitmapSources. - . , .