YOLOv3-DPFIN: A Dual-Path Feature Fusion Neural Network for Robust Real-Time Sonar Target Detection

Kong, Wanzeng; Hong, Jichen; Jia, Mingyang; Yao, Jinliang; Cong, Weihua; Hu, Hua; Zhang, Haigang

doi:10.1109/jsen.2019.2960796

YOLOv3-DPFIN: A Dual-Path Feature Fusion Neural Network for Robust Real-Time Sonar Target Detection

Real-time detection of sonar target plays a vital role in the underwater research field. Conventional deep learning methods need large quantities of sonar images as the sample for model training, and they cannot ensure detection speed and feature extraction ability simultaneously. For sonar datas…