Using of the scaled disparity map for the first iteration of the matching cost HMI calculation process

Abstract

The article describes the algorithm of the matching cost calculation based on mutual information between pixels of stereo-images. The second part explains mathematical formulation of the mutual information based on image entropies. Mutual information application and optimization approaches in disparity calculation are described next. The «Algorithm peculiarities » paragraph analyses possible algorithm conditions, errors and their reasons.