General views during the Absa Premiership match between Maritzburg United. (Photo by Anesh Debiky/Gallo Images)
The 24-year-old has signed a five-year-deal with the Team of Choice.
Atouba has also played in the Major League Soccer (MLS) for Chicago Fire in 2013.
“He will add to a front-line already boasting Evans Rusike, Andrea Fillecia and Mohau Mokate,” read a statement on the club’s website.