On constrained energy minimization and the partial unmixing of multispectral images

Constrained energy minimization, a target detection algorithm, sometimes appears to correlate well with fractional abundance. This letter shows that exact correlation with true relative abundance arises when the following conditions hold: underlying mixing is linear, end-members are well separated with respect to random noise, and global abundances are constrained in a particular way.