Authorities say the robbers forced their way into the home in Ozone Park at gunpoint around 9:15 p.m. on October 8.
They then tied up the 57-year-old homeowner and stole jewelry and a bank card.
The suspects are identified only as two black men.
The video was captured at a fast food restaurant where the bank card was used.
Anyone with information is asked to call Crime Stoppers at (800) 577-TIPS (8477).