Gradient field approximation: Application to registration in image processing

Abstract: We study a spline-based approximation of vector fields in the conservative case (the gradient vector field derives from a potential function). We introduce a minimization problem on a Hilbert space for which the existence and uniqueness of the solution is given. We apply this approach to a registration process in image processing. [Copyright &y& Elsevier]