On the effects of sensor noise in pixel-level image fusion performance

Abstract

This paper considers image fusion under the condition that input image quality is reduced by sensor noise. The aim is twofold: i) to develop appropriate metrics which measure the effect of input sensor noise on the performance of a given pixel-level image fusion system and ii) to employ these metrics in a comparative study of the robustness of typical image fusion schemes whose input is corrupted by sensor noise.