Yes, and not only did they experience it in full color but from their perspective everything was going ultra-modern with new weapons like flame-throwers, poison gas, and tanks. The old-time biplanes looked quite modern to the participants.
Those pictures were likely hand colored. My grandfather was in WWI and a photographer. He taught me how to hand color black and white photos.