The main point of dependency injection isn't that you're passing collaborators into the constructor though -- that's just an implementation detail.
It's about achieving inversion of control, and using a constructor to inject dependencies is just one example of how to do that. There's also setter based DI, and interface based injection, but again, those are just implementation details.