To address the problem of object miss detection and object false detection in single threshold-non-maximumsuppressionalgorithm,this paper proposed a GDT-NMS(Generalized Intersection over Union Dual Threshold NMS,GDT...
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To address the problem of object miss detection and object false detection in single threshold-non-maximumsuppressionalgorithm,this paper proposed a GDT-NMS(Generalized Intersection over Union Dual Threshold NMS,GDT-NMS)) algorithm which usinggiou(Generalized Intersection over Union).using the giou indicator computing the similarity between objects,can better describe the relative position and overlap between the *** we proposed the dual-threshold NMS algorithm,which can balance the relationship between the object missed detection problem and the object false detection problem,reduce "false positive example" *** nonlinearly processing the weight function,the object is better *** algorithm uses Faster R-CNN as the *** experimental results show that the improved algorithm has outstanding performance.
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