Overlay an image (on canvas) on a VideoView?

I am trying to put a canvas over a VideoView. On this canvas I would like to be able to draw Images (or rectangles, lines, ect).

I have the following snippet in my XML file.

<VideoView
   android:id="@+id/videoplayer"
   android:layout_width="fill_parent"
   android:layout_height="wrap_content" />

Again, my goal is to have a canvas over this VideoView so that I can put images on the canvas.

So, I would ultimately have images overlaid on the video. I would also like to be able to overlay rectangles and other elements.

Any help would be extremely appreciated! This was a lot harder than I thought!