Most often we think of a photograph as a picture of a thing, a subject. Texture patterns are photos that feature a repeating pattern, but no subject. I think texture patterns derive interest as a form of brain food. Our minds naturally want to figure out what is going on in the picture despite there being no focal point of attention. The exercise of figuring it out usually succeeds, but in the process we get to consume the whole scene.
