DVI is the DeVice Independent format produced by the classic
latex compilers, which is then usual converted to (E)PS and/or PDF. Only EPS files are supported as images. The more modern
pdf(la)tex compiler produces PDF output directly and supports PNG, JPEG and PDF images.
See How to tag questions specifically about the classic DVI-producing latex compiler? for the discussion dvi versus dvi-mode.