If you are setting the background image using View>Background from the window header, the picture will only display when using the camera view in which it was set. i.e Top, front,side. 

The image location should be saved in the blend file and reload on next opening. If not open the background image panel and check the name and path to the image is correct. If the image cannot be found there will be a message to that effect in the panel.