The homeowners said the suspect swiped decorations that their kids made in preschool and kindergarten.
The incident occurred earlier this month at approximately 1:20 a.m.
Neighbors are checking their cameras to see if they can get better angles to identify the suspect.
One of the homeowners, Cherry Protacio-Lairson, said police told her they were unable to identify the suspect because their video is too pixelated.