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Bottom-up Segmentation for Top-down Detection

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Figure

Figure 1. The box-segment features: φ seg−in and φ seg−out , encourage the box to contain as many segment pixels as possible
Fig. 1 depicts our features computed for a specific bounding box p 0 and segment S(h)
Figure 3. Precision-recall curves on PASCAL VOC 2010 val. Note that our approach significantly outperforms all baselines.
Figure 4. For each method, we show top k detections for each class, where k is the number of boxes for that class in GT

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