Feature enhancement modules applied to a feature pyramid network for object detection

A feature pyramid network (FPN) improves the ability of an object detection model to detect multiscale targets. However, the simple upsampling used in an FPN is not conducive to the propagation of deep semantic information, and redundant background information is not conducive to object detection. I...

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Veröffentlicht in:	Pattern analysis and applications : PAA 2023-05, Vol.26 (2), p.617-629
Hauptverfasser:	Liu, Min, Lin, Kun, Huo, Wujie, Hu, Lanlan, He, Zhizi
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science Feature maps Modules Object recognition Pattern Recognition Spatial filtering Target detection Theoretical Advances
Online-Zugang:	Volltext
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