Efficient pedestrian detection by directly optimize the partial area under the ROC curve

3 Oct 2013Sakrapee PaisitkriangkraiChunhua ShenAnton van den Hengel

Many typical applications of object detection operate within a prescribed false-positive range. In this situation the performance of a detector should be assessed on the basis of the area under the ROC curve over that range, rather than over the full curve, as the performance outside the range is irrelevant... (read more)

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