The march would converge on Washington. The earlier march also called on the participants to converge on the capital but the turnout wasn't that high.
"We are establishing a new moral and spiritual paradigm to transform the lives of our people," Farrakhan said at a rally in Houston, the Houston Chronicle reported.
"The aim I had of the march 10 years ago was to correct the image of black men by Hollywood as vile, violent, savage, uncultured and unrefined. I was calling on black men, not to demand anything of government, but for our own atonement."
Farrakhan, who has been criticized for anti-Semitic remarks, said black organizations now recognize no one leader can solve all problems. He said he is calling on Hispanics, Native Americans and poor people to join the movement.