The authors show that the boundary of the polar set $E^{\land}$ of the sum $E$ of $k$ elliptical discs $E_1, \ldots, E_k$ with center at the origin lies on an algebraic curve $C$ of degree $2^k$. The authors give an algorithm to compute the defining polynomial of $C$ and apply it to $k$-numerical range and a problem in Architecture.