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UAV small target detection algorithm based on an improved YOLOv5s model

  • Published:2023-12 Issue: Volume:97 Page:103936
  • ISSN:1047-3203
  • Container-title:Journal of Visual Communication and Image Representation
  • language:en
  • Short-container-title:Journal of Visual Communication and Image Representation

Author:

Cao Shihai,Wang Ting,Li Tao,Mao Zehui

Funder

National Natural Science Foundation of China

Jiangsu Provincial Key Research and Development Program

Key Project of Research and Development Plan of Hunan Province

Publisher

Elsevier BV

Subject

Electrical and Electronic Engineering,Computer Vision and Pattern Recognition,Media Technology,Signal Processing

Reference48 articles.

1. Research on automatic target detection and recognition based on deep learning;Wang;J. Vis. Commun. Image Represent.,2019

2. A UAV target detection algorithm based on YOLOv4-tiny and improved WBF;Cheng,2022

3. Contrasting YOLOv5, transformer, and EfficientDet detectors for crop circle detection in desert;Mekhalfi;IEEE Geosci. Remote Sens. Lett.,2022

4. Detecting soybean leaf disease from synthetic image using multi-feature fusion faster R-CNN;Zhang;Comput. Electron. Agric.,2021

5. GCD-YOLOv5: An armored target recognition algorithm in complex environments based on array lidar;Dai;IEEE Photonics J.,2022

Cited by 8 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. QYOLO: Contextual Query-Assisted Object Detection in High-Resolution Images;Information;2024-09-12

2. Improved multi-scale small target detection by UAV;Multimedia Tools and Applications;2024-08-24

3. SES-yolov5: small object graphics detection and visualization applications;The Visual Computer;2024-08-03

4. KAS-YOLOv5: A Novel Target Detection Algorithm for Aerial Images;2024 36th Chinese Control and Decision Conference (CCDC);2024-05-25

5. UAV Target Detection Based on Improved YOLOv5 Algorithm;2024 Second International Conference on Data Science and Information System (ICDSIS);2024-05-17
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