Traditional stereo systems often falter over changes in lighting between their two views. Unfortunately, such changes often occur when using stereo with a wide baseline or between images from different spectra. In this paper, we propose a new dense stereo correspondence similarity metric, mutual information, which has the potential to overcome such adverse conditions. We explore the strengths a...