This research programme is aimed at extending current Southampton research on adaptive multi-spectral imaging techniques in 3D (2 spatial, 1 spectral), to hyper-spectral data fusion which allows dynamic re-configuration for specific target/background conditions enabling optimal performance to be achieved in terms of target detection and tracking, whilst minimising the number of spectral windows.