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DINF: Dynamic Instance Noise Filter for Occluded Pedestrian Detection
Regarding to the noise issue, from the perspective of denoising, an iterable dynamic instance noise filter (DINF) is proposed for the RCNN-based pedestrian detectors to improve the signal-noise ratio of the instance feature.
TSAA: A Two-Stage Anchor Assignment Method towards Anchor Drift in Crowded Object Detection
The anchor drift reflects that the anchor-object matching relation, which is determined by the degree of overlap between anchors and objects, is not always optimal.
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