On fourth-degree polynomial integrals of the Birkhoff billiard

We study the Birkhoff billiard in a convex domain with a smooth boundary $\gamma$. We show that if this dynamical system has an integral which is polynomial in velocities of degree $4$ and is independent with the velocity norm, then $\gamma$ is an ellipse.