The solution shown below uses inner APIs that may be changed in the future. That is why the correct solution here is to create a custom skin and manually copy required images from this skin folders.
This is an example for the How to get skin images at runtime article. It shows how to load check box skin images of the active skin.
How to obtain the color of a particular control's element when skins are used