Published: May 20, 2010 5:06 AM EDT

CAPE CORAL, Fla. - Police are investigating the deaths of two people in their home.

The victims are an elderly man and woman.

Family members couldn't get in touch with the couple so they called the police.

The Cape Coral Fire Department was on scene to check to see if there was any gas in the home.

A neighbor said the garage door had been open since Tuesday night and a light was on in a bedroom all night.

Police will not say where the victims were found, but say the deaths do not appear suspicious and do not think foul play was involved.