Does the Doctrine of No Soul mean there is nothing permanent to continue?

Does the doctrine of no soul is means that there is nothing permanent to continue? So is the teaching of reincarnation, rebirth misleading as there is a notion there is a continuity after death? Also death and birth is visible at the physical level, [but the rebirth process is not. What is the implication on this in the doctrine?]