There is a similar problem: Find the Polar of a set. However, I still have no idea the best way to do this.
We know the definition of polar of $C$: $$ C^{\circ} = \lbrace y \in \mathbb{R}^{n} |\; \langle x,y \rangle \leq 1 \quad \forall x \in C \rbrace $$
Let $$C = \big\{(x,y)\in \mathbf{R}^2 : \begin{bmatrix} 1+x & y \\ y & 1-x \end{bmatrix} \succeq 0 \big\}$$
How to show $C^{\circ} = C$ in a closed form?