1. A hybrid imaging system comprising: an active image sensor system using a laser beam to produce a target boundary outline by light flooding to collect an active sparse data set corresponding to the target boundary outline of a target; and a passive image sensor system using direct pin-hole spatial optical sampling of an ambient environment light target image to provide a Laplacian for adaptively computing a passive sparse data for dual-mode compressed sensing of the target.