1. A computer-implemented method, comprising: de-noising an image to generate a de-noised image from the image; determining a noise signature of the image, wherein said determining the noise signature is based on differences between the image and the de-noised image; and automatically determining an estimate of sensor sensitivity associated with the image based on the determined noise signature, wherein the sensor sensitivity is of a sensor used to capture the image.