In August, federal Judge Shira Scheindlin ruled that the city's police officers sometimes carried out stop-and-frisk unconstitutionally and discriminated against people of color, WNBC-TV, New York, reported.
Then, last month, Scheindlin was removed from the case and an appeals panel suspended the effects of a her ruling.
The city argued that suspending Scheindlin from the panel should also nullify her decision, however, the 2nd U.S. Circuit Court of Appeals on Friday upheld her ruling.
2014: The Year in Music [PHOTOS]