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That's not really OpenCV's thing. It has the solve() function for basic tasks, but if you really need linear algebra use something like Eigen. You can use the Eigen::Map to avoid copying the data. It'll take a bit of playing with the template parameters, since OpenCV is row major and Eigen is column major by default, but they have good documentation.