This may seem elemental, but are you going to the very bottom of the page and clicking on "save changes" when you put the picture you want in place?? Sometimes something as simple as that can make a difference and keep the original from staying in place.
Otherwise the pictures are changing from something in your computer or by someone using your computer. Have you a good firewall in place to keep anyone from going into your hard drive?
Sharon