The root follicle miniturizes, eventually becoming so small that the human eye cannot see it. This is why hair gradually thins, and eventually leaves the scalp bare. I guess you could call that dying.
Technically, there may be a small hair root in the follicle. I've also heard that scar tissue replaces a miniturized follicle. Can't say for sure.