I built a 3D scene reconstruction pipeline as part of the computer vision class at CMU. Given a pair of stereo images and the intrinsic and extrinsic matrices of the cameras, a scene is reconstructed in as 3D sparse features using triangulation, epipolar geometry, RANSAC, and finally bundle adjustment.
Yves Daoud 