Hi Jay @Jaybee ,
You may have added the Images as Background Images in stead of Reference Images. That can’t be seen in Perspective Mode, because of different default Settings. But you can easily change those Settings, so they can be seen in Perspective as well:

Especially the Perspective checkbox is important for you.
The other possibility is, that it is, because you are in Local View.