基于特征优化与深层次融合的目标检测算法

谢誉,包梓群,张娜,吴彪,涂小妹,包晓安

Object detection algorithm based on feature enhancement and deep fusion

Yu XIE,Zi-qun BAO,Na ZHANG,Biao WU,Xiao-mei TU,Xiao-an BAO

表 6 所提算法不同模块的平均精度均值

Tab.6 Average precision means of different modules of proposed algorithm

算法 mAP/% DFPN 78.7 SCFE 77.9 DIoU-Pisa 78.0 DFPN+SCFE 79.2 DFPN+DIoU-Pisa 79.1 SCFE+DIoU-Pisa 78.9 DFPN+SCFE+DIoU-Pisa 79.7