Over the past three years, the staff at LIFE.com has pored over tens of thousands of extraordinary LIFE pictures — including some of the most celebrated photographs ever made. Here, in an exercise that proved thrilling, humbling, satisfying, and exasperating all at once, each staffer selected five all-time favorites. Could we have expanded the list to 10, or 20, or 50 favorites? In a heartbeat. But for now, these will have to suffice.

Click to find out.

Benny Powell, Jelly Roll 5th Anniversary by Swifty, on Flickr

Sweet gallery entitled “Duke Ellington, Jazz Genius” from LIFE Magazine.

Happy Birthday Edward Kennedy Ellington!  On this day in 1899 Duke was born - and in his honor I’m only playing Duke or his songs all night long at Frim Fram Jam!
Photo from the Life Archives on Google: “Drum Is A Woman”, Duke Ellington, 1957 by Thomas McAvoy

Happy Birthday Edward Kennedy Ellington!  On this day in 1899 Duke was born - and in his honor I’m only playing Duke or his songs all night long at Frim Fram Jam!

Photo from the Life Archives on Google: “Drum Is A Woman”, Duke Ellington, 1957 by Thomas McAvoy