Interpolation between curves

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I am trying to do a 2D interpolation between two curves as you can see from the attached picture. enter image description here

where $a$ is a varrying paramter. $f_{a_1}$ and $f_{a_2}$ are known, or at least I can perform interpolation along them. The desired point is $(x_{des},y_{a_{des}}(x_{des}))$. Hence, I think I will have to do three interpolations as follows:

  1. Interpolate along $f_{a_1} $
  2. Interpolate along $f_{a_2}$
  3. Interpolate between the results to get $f_{a_{des}}$

However, I am not trusting the outcome. Does any one have a suggestion? thanks in advance.