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In this work, we address the problem of reducing the false positives for object detection in videos. We employ the motion cue to build a foreground probability model. Then the mean expectation of the pixel-level foreground probability is computed to assign a priori probability to the sliding window in detection. The proposed foreground model is evaluated with the detection framework of Deformable...
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