Stereo Matching by Training a Convolutional Neural Network to Compare Image Patches

Jure Žbontar, Yann LeCun

We present a method for extracting depth information from a rectified image pair. Our approach focuses on the first stage of many stereo algorithms: the matching cost computation.…