Police took two men into custody Monday night after an armed robbery at a Walmart in Pasadena.

Investigators said the men snatched a woman's purse at the store on Shaver Street.

Police said the robbers raced out of the store, and fled the scene.

Officers managed to track the two men into a nearby neighborhood.

Pasadena police arrested the men after they found the pair hiding in a home on Woodbine Street.

Earlier Tuesday, Pasadena police had said that one of the men fired his gun into the air, but investigators now say they aren't sure if that even happened.