An adjustment signal is derived for each element in a detector array which depends on the median of the differences of image brightness between that particular detector and all its neighboring detectors. The adjustment signal is derived by integrated circuit techniques on the detector itself. The negative feedback of these adjustment signals to the uncorrected detector outputs will delete the salt-and-pepper noise of the staring array.