End-to-End Learning of Geometry and Context for Deep Stereo Regression

Alex Kendall, Hayk Martirosyan, Saumitro Dasgupta +4

We propose a novel deep learning architecture for regressing disparity from a rectified pair of stereo images. We leverage knowledge of the problem's geometry to form a cost volume…