When embedding images in main body of e-mail message using WINDOWS LIVE MAIL 2011, some images will embed without any problem and others will not.

I have tried to find differences between the type of pictures which will embed and those which will not, but have not been able to detect any.

Why? What can be the cause? What is the solution? Thank for helping me on this one.