arrow
返回

EFLSDet: Efficient forward-looking sonar object detector

delete2026-08-17
delete0
PRE
AI
J
Jiahao Wan
Q
Qian Wang
Y
Yunfeng Li
B
Bo Wang *
S
Shuo Xu
DOI:10.1016/j.eswa.2026.134025delete
delete原文链接
delete原文求助
delete分享
delete收藏
摘要

摘要

En 中文
提出了一种具有0.39M参数的前瞻性声纳目标检测器EFLSDet。 RSEC模块通过重参数化注入物理先验以实现高效提取。 LRFWT模块隔离高频噪声并优化全局目标特征。 实际AUV部署达到83.94 FPS,平衡了准确性与效率。
Keyword:
Forward looking sonar
Autonomous underwater vehicles
Object detection
Structural reparameterization
Wavelet module

期刊

Expert Systems with Applications 封面图
Expert Systems with Applications
IF:
7.5
论文数:
3.0W
被引数:
10.2W

机构

C
china aerospace science and technology corporation
学者数:
48
论文数: 36
被引数: 0
H
harbin engineering university
学者数:
5.6K
论文数: 2.0K
被引数: 0
引用论文

引用论文

LayerCAM: Exploring Hierarchical Class Activation Maps for Localization
err2021-01-01
err369
PREAI
errJiang, Peng-Tao; Zhang, Chang-Bin; Hou, Qibin; Cheng, Ming-Ming; Wei, Yunchao
err分享
err收藏
ELWNet: An Extremely Lightweight Approach for Real-Time Salient Object Detection
err2023-11-01
err0
errOAAI
errZhenyu Wang; Yunzhou Zhang; Yan Liu; Delong Zhu; Sonya A. Coleman; Dermot Kerr
err分享
err收藏
Towards automated and real-time multi-object detection of anguilliform fishes from sonar data using YOLOv8 deep learning algorithm基于YOLOv8深度学习算法的鳗鱼类生物声纳数据自动化实时多目标检测
err2025-08-06
err0
errOAAI
errTao Huang; Xiaoqin Zang; Grigoriy Kondyukov; Zhangshuan Hou; Guanze Peng; Joachim Pander; Josef Knott; Juergen Geist; Meklit Berihun Melesse; Paul Jacobson; Zhiqun Daniel Deng
err分享
err收藏
Enhancing concealed object detection in Active Millimeter Wave Images using wavelet transform
err2024-03-01
err16
errOAAI
errSu, Yun; Tan, Weixian; Dong, Yifan; Xu, Wei; Huang, Pingping; Zhang, Jianxin; Zhang, Diankun
err分享
err收藏
学者 查看更多内容