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Jul, 2022
对象查询传播在高性能视频对象检测中的应用
QueryProp: Object Query Propagation for High-Performance Video Object Detection
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Fei He, Naiyu Gao, Jian Jia, Xin Zhao, Kaiqi Huang
TL;DR
本篇论文提出了一种名为QueryProp的视频物体检测特征传播框架,通过对象级特征传播策略和自适应传播门进行关键帧选择,实现了高准确率和高速度的检测。
Abstract
video object detection
has been an important yet challenging topic in computer vision. Traditional methods mainly focus on designing the image-level or box-level
feature propagation
strategies to exploit temporal
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