1. An infrared camera system, comprising: a sensor adapted to capture an image of a body of water, wherein the image comprises a plurality of digital pixels; and a processor adapted to evaluate a first set of features from the digital pixels with regard to a local background model, the processor being further adapted to detect a petroleum-containing contaminant on the body of water responsive to the local background model evaluation