Systems, devices, and methods for associating vehicle identification information with other visually captured information are provided. In general, a system can include a processor configured to receive an image from a camera located at a fueling station. The processor can be configured to apply an algorithm to extract various features from the image, such as a vehicle that is present in the image, facial features of a driver and/or a passenger of the vehicle, or a license plate of the vehicle. The features can be used by the processor to determine information from the features, such as the identity of the driver, the make/model of the vehicle, or an owner of the vehicle. The processor can then, based on the determined information, be configured to take a variety of actions and thereby reduce the likelihood of possible future losses associated with the vehicles or individuals present in the image.