I saw Images not draping onto DEM in ArcScene? but it is different from my issue. I have an image with projection:
I have a DEM and set the base height to itself and I am getting a good DEM representation of the terrain. I added the image and set the base height to the DEM and it doesn't drape on top of DEM, it appears to be below DEM surface.