Yes, as long as you still have a hold of your keystore (if you already have published an APK).
You need to upload an APK first, then go to the "App Signing" menu on the left-hand side bar and follow the instructions, and you will be able to enroll in App Signing by Play there.
Alternatively, delete the app and recreate it. Faster, but not always an option :)