Let \(\Xi _n=\{\xi _1,\dots ,\xi _n\}\) be a sample of n independent points distributed in a regular closed element K of the extended convex ring in \(\mathbb {R}^d\) according to a probability measure \(\mu \) on k admitting a density function. We consider random sets generated from the intersection of the translations of K by the elements of \(\Xi _n\) , namely, \(\begin{aligned} X_n=\bigcap _{i=1}^n (K-\xi _i). \end{aligned}\) This work aims to show that the scaled closure of the complement of \(X_n\) as \(n\rightarrow \infty \) converges in distribution to the closure of the complement zero cell of a Poisson hyperplane tessellation whose distribution is determined by the curvature measure of K and the behaviour of the density of \(\mu \) near the boundary of K.