Is Morgan character in the Dark Knight same one from Batman Begins?

Yes, the character of Morgan Freeman playing Lucius Fox in The Dark Knight is the same character from Batman Begins.

Lucius Fox is a key character in both films, and his relationship with Bruce Wayne/Batman evolves throughout the trilogy.