混合采样下多级特征聚合的视频目标检测算法

秦思怡,盖绍彦,达飞鹏

Video object detection algorithm based on multi-level feature aggregation under mixed sampler

Siyi QIN,Shaoyan GAI,Feipeng DA

表 5 所提算法在ImageNet VID验证集上的消融实验结果

Tab.5 Results of ablation experiments of proposed algorithm on ImageNet VID verification set

MWRS MFAA P/106 FLOPs/109 t/ms AP50/% — — 8.95 21.63 9.4 69.5 √ — 8.95 21.63 9.6 77.1 — √ 10.41 26.88 11.3 77.5 √ √ 10.41 26.88 11.5 77.8