Millimeter wave has a nice air propagation property and could provide a moderate angular resolution. On the basis of the discussion involving the theory and characteristic of Passive Millimeter Wave (PMMW) image, the current advances of foreign countries in this domain including the devices, systems, and the signal processing methods are introduced. Then, domestic research work is proposed, and furthermore the developing trend and applications of PMMW image are also detailed.