J. A. Shemiakina, A. E. Zhukovsky, I. A. Faradzhev, “The research of the algorithms of a projective transformation calculation in the problem of planar object targeting by feature points”, Artificial Intelligence and Decision Making, 2017, Issue 1,Pages <nobr>43

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Data analysis

The research of the algorithms of a projective transformation calculation in the problem of planar object targeting by feature points

J. A. Shemiakina^a, A. E. Zhukovsky^b, I. A. Faradzhev^a

^a Federal Research Center "Computer Science and Control" of Russian Academy of Sciences, Moscow
^b Moscow Institute of Physics and Technology, Dolgoprudny, Moscow Region

Abstract: The work is devoted to the research on the calculation of a projective transformation, which arises in the problems in machine vision. The details of the calculation of projective transformation and found specificities of mathematical libraries implementations are carefully analyzed. The comparisons of different approaches are provided in terms of both productivity and accuracy, using both artificially generated and real data.

Keywords: projective transformation, SVD, Eigen, RANSAC, feature points.