In this chapter some concepts of projective geometry were presented. These will allow us, in the next chapter, to described the projection from a scene into an image and to understand the intricate relationships which relate multiple views of a scene. Based on these concepts methods can be conceived that inverse this process and obtain 3D reconstructions of the observed scenes. This is the main subject of this thesis.