Ferreira won silver, while Mira Potkonen of Finland and Sudaporn Seesondee of Thailand both won bronze medals as losing semi-finalists.
Sarita Devi, on Sunday, bowed out of the World Boxing Championships
'Sarita is the most abused and unsupported Indian boxer of all time.'
The International Boxing Association (AIBA) said it will review the incident.
A judging controversy couldn't stop the Indian juggernaut from rolling with as many as eight pugilists reaching the quarterfinals in the ongoing AIBA Women's World Boxing Championships on Monday.
Mary Kom stormed into the quarter-final after beating Kazakhstan's Aigerim Kassenayeva in the second round of the 48kg category of the AIBA Women's World Championships, in New Delhi, Sunday.