The surveillance shows the suspects moments before they allegedly pushed their way into the 29-year-old woman's apartment, where they tied her up and robbed her.
The incident happened on June 23 around 8 p.m.
The armed suspects also beat the victim and left her tied up, running off with whatever they could grab.
The first suspect is described as a Hispanic male in his 30s, about 6 feet tall, last seen wearing a gray T-shirt, black sweatpants, blue Yankees baseball hat and carrying a silver firearm.
The second suspect is also a Hispanic male, around 40 years old and standing 5-foot-8, last seen wearing a black and white T-shirt, blue jeans, gray baseball hat and carrying a black firearm.
Anyone with information is asked to call Crime Stoppers at (800) 577-TIPS (8477).