We investigate different notions of recognizability for a free monoid morphism $\sigma: A^* \to B^*$. Full recognizability occurs when each (aperiodic) two-sided sequence over $B$ admits at most one tiling with words $\sigma(a)$, $a \in A$. This is stronger than the classical notion of recognizability of a substitution $\sigma$, where the tiling must be compatible with the language of the substitution. We show that if $A$ is a two-letter alphabet, or if the incidence matrix of $\sigma$ has rank $|A|$, or if $\sigma$ is permutative, then $\sigma$ is fully recognizable. Next we investigate the classical notion of recognizability and improve earlier results of Mossé (1992) and Bezuglyi, Kwiatkowski and Medynets (2009), by showing that any substitution is recognizable for aperiodic points in its substitutive shift. Finally we define (eventual) recognizability for sequences of morphisms which define an $S$-adic shift. We prove that a sequence of morphisms on alphabets of bounded size, such that compositions of consecutive morphisms are growing on all letters, is eventually recognizable for aperiodic points. We provide examples of eventually recognizable, but not recognizable, sequences of morphisms, and sequences of morphisms which are not eventually recognizable. As an application, for a recognizable sequence of morphisms, we obtain an almost everywhere bijective correspondence between the $S$-adic shift it generates and the measurable Bratteli-Vershik dynamical system that it defines. This is joint work with Valérie Berthé, Jörg Thuswaldner and Reem Yassawi.