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Spectral Residual Approach Hit Rate and False Alarm Rate

Could anyone tell me how to derive the Spectral Residual Approach Hit Rate and False Alarm Rate below?

Equation 11 and 12

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Spectral Residual Approach Hit Rate and False Alarm Rate

Could anyone tell me how to derive the Spectral Residual Approach Hit Rate and False Alarm Rate below?

Equation 11 and 12

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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 ?

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