Typically, such a problem describes the evolution of a closed curve as a function of time with speed in the normal direction at a point on the curve. The speed function is specified, and the time at which the contour crosses a point is obtained by solving the equation.
An alternative to using a fast marching method is to use a level set method. The latter is more general, but runs slower.