To extract all images, on the tool bar go to:
(View >) Tools > Document Processing > Export All Images
(On older versions of Acrobat this was File > Export > Image).
To extract one image at a time:
Choose the Select tool, click to select the image you want, right click and choose either Copy Image (= to clipboard) or Save Image As.