It is a technique of mapping a 2D image (texture) onto a 3D object (shape).

It is a cheap way to produce realistic scenes (images). 

It takes a lot of computing resources such as GPU and memory compared to other techniques. 

After (pure) texture mapping, the resulting surface will be smooth.