A method for identifying utility structures is described. The method includes identifying a geographical area for locating the utility structures, receiving images of the geographical area that was identified, performing image processing on the images that were received, identifying the utility structures based on the image processing, and providing location information associated with the utility structures that were identified. Related devices and computer program products are also described.