Multispectral, hyperspectral, and polarization filters have been shown to provide additional discriminants when searching for mines and other obstacles, but they demand more illumination for the sensing system. Conventional CCD video cameras, when used through such filters, fail at sunset or soon after. It is tempting to employ an automatic-gain intensified camera to push this time deeper into the night (especially with artificial illumination) but relating the response between different images or different channels, possibly taken at different gain, is not as straightforward as it is with a bare-silicon CCD. Over the last several years, Coastal Systems Station has developed a set of simple system characterization and calibration procedures that enable using an intensified video camera as a serviceable imaging radiometer. Parameters from this calibration procedure are easily inserted into predictive models and images are directly comparable using them. These methods will be described, especially as they apply to the camera used in the recent Airborne Laser Diode Array Illuminator (ALDAI) tests. Minimum data that must be monitored in the camera will also be listed.