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Stereo matching methods are usually relying on rectified images to calculate disparities. If the rectification is inaccurate or not present at all most stereo matching algorithms will produce distorted disparity maps. In this thesis an approach is described that overcomes this issue for the PatchMatch Stereo algorithm. As groundwork for stereo matching four rectification procedures namely Bouget