The nude photos, which won her the cover of Life magazine, were taken at a time when Monroe was jealous of the attention — and higher salary — was winning during the production of Cleopatra.
Her iconic skirt-blowing scene was shot just a few blocks away, on Lexington Avenue and 52nd Street.
However, the discovery of this footage proves that this was in fact not the first time she had gone au naturel in front of the camera.
Brad Pitt is a great actor but all the pictures of Brad Pitt look the same.
He decided not to keep the scene in.
Miller died in 2005 at age 89.
Mr Taylor believes that she dropped it partly due to her training as a method actress.
It remains unclear whether the discovered scene will be used for a specific purpose.