DELRAY BEACH, Fla. -

Police are looking for the two men they say were caught on surveillance video trying to break into a home on Swinton Avenue in Delray Beach.

According to investigators, the men knocked on the home's door, but the homeowner did not answer. Surveillance video then shows them walking around the house, looking through the windows. 

PHOTOS: Attempted robbery

The men then threw a brick through a window in an attempt to get into the house. But the window panels, which were made of high-impact hurricane glass didn't shatter.

One of the men is seen in the home's backyard, befriending the victim's dog.

If you have any information that can help detectives catch the men, please call Delray Beach Police.