Yes, you can opt back into the open register at a later time if you initially chose to opt out. To do so, you would need to email elections@oxford.gov.uk to request your re-inclusion.
If you have any concerns or questions regarding your information, it might be helpful to review Oxford City Council's Corporate Privacy Notice as well.