If you truly need tex to throw all layout reasoning out the window and place the figure where you include it in the source you need to use H (may require the float or floatsomething package).

h - somewhere here please
t - allow this figure to be placed as the first thing on a page
b - allow this figure to be placed as the last thing on a page
p - allow this figure to be placed on a page with no text at all