Spray them with a spray bottle, and lay them straight out on the ironing board. The spray relaxes the wrinkles and the dampness helps (about 15 minutes later) with ironing.
If your fabrics are noticeably shrinking with just that much handling, you might have bigger problems than wrinkled strips, in my opinion.
Jan in VA