A project TEAM member will automatically become a PARTICIPANT of the project, and that gives the access to view the project in the system (just the project main details though, not necessarily the plan and other details unless they also have other rights).
(it used to be that if you removed the resource from the TEAM, then the PARTICIPANT access remained - not sure if that is still the case)