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Signal Processing, Sensor Fusion, and Target Recognition XVIII
A Classification system such as an Automatic Target Recognition (ATR) system with N labels (or decisions) will have N (N − 1) possible errors. The Receiver Operating Characteristic (ROC) manifold was created to quantify all of these errors. When multiple ATR systems are fused, the assumption of independence is usually made in order to mathematically combine the individual ROC manifolds for each system into one ROC manifold. This paper will investigate label fusion (also called decision fusion)doi:10.1117/12.819283 fatcat:raeikvgl6vfaxmwr63bhdjdye4