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The relationship between the matched-filter operator and the target signature space-orthogonal projection classifier

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1 Author(s)
S. Johnson ; Dept. of Electr. & Comput. Eng., Colorado Univ., Boulder, CO, USA

An operator called the target signature space-orthogonal projection classifier (TSC) was recently introduced. The author shows that the TSC is actually a scaling of the familiar matched-filter operator. It is also proved that scaling the matched-filter operator does not alter its receiver operating characteristic (ROC) curve. Therefore, the TSC has the same performance as the matched-filter operator but requires more computations

Published in:

IEEE Transactions on Geoscience and Remote Sensing  (Volume:38 ,  Issue: 1 )