A new book published this year by John Esposito and Ibrahim Kalin. The whole book can be accessed from below. The list is very diverse, consisting of Muslims from all backgrounds. Not all are revered by their subjects by the way although some are respected and love dearly.
The 500 most influential Muslims in the world