Yep, you can reuse the tape. Unless you’re getting a brand new zooty Euro rig, in which case you would want to deck out the bike with new tape. If you’re just swaping the bar, though, go for it. Use electrical tape to start and finish the wrap job.
Articles about two-wheeled transport