According to court documents, the USPS did not realise its mistake until informed by a stock photography company employee more than three months after the stamps were issued.
"The Postal Service and PhotoAssist quickly confirmed the facts and USPS began working internally on what its response would be," the court document stated.
According to the court papers, the artist testified that he "envisioned his mother-in-law as inspiration for the new look and viewed her picture every night during the construction of the face of the statue".
"Though he could not give detail as to specific elements of the face, such as the lips or eyes, that he set out to change, he believed that he achieved a 'softer' and more feminine final appearance," the court papers said.
Last week, Davidson's multimillion-dollar compensation claim came true after Federal Judge Eric Bruggink sided with him — writing in his decision that "a comparison of the two faces unmistakably shows that they are different".
"We agree that Mr Davidson's statue evokes a softer and more feminine appeal. The eyes are different, the jaw line is less massive and the whole face is more rounded," the court paper stated.
"Layne Owens, the manager of stamp development, noted in an email to Stephen Kearney of USPS that, although PhotoAssist had failed to properly identify the subject of the photograph, after looking at it, 'it's quite apparent that it had to be' of the Las Vegas replica."
When Davidson eventually filed his lawsuit, the agency's attorneys argued that the two statues were too similar for the sculptor to claim copyright.
Bruggink ordered the USPS to pay Davidson US$3,554,946.95, plus interest.
"Robert Davidson is pleased that after a full trial, the Federal Court of Claims recognised the significance of his artistic work in creating the Las Vegas Lady Liberty statue and enforcing his copyright," Davidson's lawyer, Todd Bice, told Money in a statement.
"As the court noted, Mr Davidson's artistic creation of the Las Vegas Lady Liberty is highly unique and attractive, which is what prompted the US Postal Service to select a photo of his work for the second ever Forever Stamp, over hundreds of other images."
"We are reviewing the decision and will comment if and when appropriate," a USPS representative told Money by email.
Court documents show that the USPS, which sold 4,948,761,166 of the stamps between 2011 and 2014, made about $US70 million off the design.