Deleted phone memory can be pretty volatile due to all of the background processes, but you might still be able to get them back. You can try connecting your phone to your computer and use Recuva to scan your phones memory for deleted information, or you can try an app from the Play store though that is more risky since it might overwrite the deleted information.