The L p metrics, extensions of the Hausdorff metric for convex bodies, were investigated by Vitale in 1985. In this paper, we extend L p metrics to Orlicz metrics, and show that these Orlicz metrics generate the same topology as the Hausdorff one in the space of all convex bodies (i.e., non-empty compact convex subsets), consequently, the space of all convex bodies with the Orlicz metric is a complete, separable metric space. Furthermore, we also show that the space of all convex bodies with the Orlicz metric is a metric segment space.