Yes, but be careful about two things.
- Make sure that your popcorn ceiling is stable. If you touch it and it starts falling down, it will not work and it has to be scraped off the ceiling.
- Check for Asbestos. Find more details on this topic on our How to Cover a Popcorn Ceiling Page.