No, not at all. You're taxed on equity at fair market value when it vests. It's only after that when you get taxed at a lower rate on the capital gains.
ISOs have a 100k cap per year.
Further, the next line after your exceprt is "However, you may be subject to alternative minimum tax in the year you exercise an ISO", which is an income tax