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Here $s$ is the variable of arclength parametrization, $K(s)$ is the curvature of the curve and $\\xi>0$ a parameter. This problem comes from a model of geometry of vision due to Petitot, Citti and Sarti.\n  We study existence of local and global minimizers for this problem. 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