Floyd died after a white policeman pinned his neck under a knee for nearly nine minutes in Minneapolis on May 25.

Men's world No. 1 Djokovic posted black screenshots on his Twitter and Instagram pages with the message "Black Lives Matter", and was joined by Federer and Nadal, the other members of the "Big Three" of men's tennis.

Grand Slam winners Maria Sharapova, Petra Kvitova and Stan Wawrinka were among other players who signaled their support for the campaign.

African-American teenage phenomenon Coco Gauff and Japan's Naomi Osaka have also expressed their anger over Floyd's death.

Replying to Federer's Instagram post, the 16-year-old Gauff commented: "Click the link in my bio to get resources on HOW YOU CAN HELP! THANK YOU."

Osaka, whose father is Haitian and mother is Japanese, said people should be doing more than posting "the black square".

"I'm torn between roasting people for only posting the black square this entire week ... or accepting that they could've posted nothing at all so I should deal with this bare minimum bread crumb they have given," she posted on Twitter.

The United States Tennis Association (USTA) posted a black screen shot as well as a statement against racism on its social media handles.

The USTA, organizers of the US Open Grand Slam, said it was "extremely disappointed, angry, and heartbroken" at the hardships faced by communities of color in the United States.

"The African-American community is an integral part of our tennis family and the USTA stands unwaveringly against racism and injustice of any kind," it added.