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FE-RetinaNet: Small Target Detection with Parallel Multi-Scale Feature Enhancement

Hong Liang, Junlong Yang, Mingwen Shao
2021 Symmetry  
To solve the shortcoming of insufficient information features of small targets in the RetinaNet, this work introduces a parallel-assisted multi-scale feature enhancement module MFEM (Multi-scale Feature  ...  To prove the effectiveness of the algorithm FE-RetinaNet (Feature Enhancement RetinaNet), this work conducts experiments on the MS COCO.  ...  In complex scenes, FE-RetinaNet can detect more small targets compared with the original RetinaNet.  ... 
doi:10.3390/sym13060950 fatcat:cs5pnmyoirc3nkmknfjn6pu6sa