An Improved YOLO Model for UAV Fuzzy Small Target Image Detection
High-altitude UAV photography presents several challenges, including blurry images, low image resolution, and small targets, which can cause low detection performance of existing object detection algorithms. Therefore, this study proposes an improved small-object detection algorithm based on the YOL...
Main Authors: | Yanlong Chang, Dong Li, Yunlong Gao, Yun Su, Xiaoqiang Jia |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2023-04-01
|
Series: | Applied Sciences |
Subjects: | |
Online Access: | https://www.mdpi.com/2076-3417/13/9/5409 |
Similar Items
-
Improved YOLOv5s Algorithm for Small Target Detection in UAV Aerial Photography
by: Shixin Li, et al.
Published: (2024-01-01) -
An Improved YOLO Model for Traffic Signs Small Target Image Detection
by: Tianxin Han, et al.
Published: (2023-07-01) -
Foreign Objects Identification of Transmission Line Based on Improved YOLOv7
by: Chenhui Yu, et al.
Published: (2023-01-01) -
Unmanned Aerial Vehicle Perspective Small Target Recognition Algorithm Based on Improved YOLOv5
by: He Xu, et al.
Published: (2023-07-01) -
MS-YOLOv7:YOLOv7 Based on Multi-Scale for Object Detection on UAV Aerial Photography
by: LiangLiang Zhao, et al.
Published: (2023-03-01)