One frame per second would mean that after two seconds two frames would have passed, so it truly is zero frames per second because there is no movement.
It does make sense brother, since videos are basically a bunch of images moving at a speed of fps (Frames per second) Then an Image is basically a video which is moving at 0 FPS (Frames per second) IN EASIER WORDS, not moving at all