The "Low Slow and Small" UAV target detection and tracking algorithm based on improved YOLOv7 and DeepSort

To improve the accuracy of Low altitude unmanned aerial vehicle(UAV) target detection and tracking, an improved UAV detection algorithm based on YOLOv7 and DeepSort framework is proposed. The CBAM attention mechanism is introduced into the backbone network of YOLOv7 algorithm to improve feature extr...

Full description

Saved in:
Bibliographic Details
Main Author: JIAN Yuhong, YANG Huiyue, WANG Xinggang, RONG Yisheng, ZHU Yukun
Format: Article
Language:zho
Published: Editorial Office of Command Control and Simulation 2025-02-01
Series:Zhihui kongzhi yu fangzhen
Subjects:
Online Access:https://www.zhkzyfz.cn/fileup/1673-3819/PDF/1737457467353-1413947981.pdf
Tags: Add Tag
No Tags, Be the first to tag this record!