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Spectral Residual Approach Hit Rate and False Alarm Rate

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Could anyone tell me how to derive the Spectral Residual Approach Hit Rate and False Alarm Rate below? Equation 11 and 12 ![image description](/upfiles/14641812797845353.png) Besides, what does it mean by four labelers ? I search "four labelers" and this is the only search result. And why does the black region indicates false alarm region ? ![image description](/upfiles/14641822306981619.png)

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