I-YOLOv11n: A Lightweight and Efficient Small Target Detection Framework for UAV Aerial Images

I-YOLOv11n: A Lightweight and Efficient Small Target Detection Framework for UAV Aerial Images

UAV small target detection in urban security, disaster monitoring, agricultural inspection, and other fields faces the challenge of increasing accuracy and real-time requirements. However, existing detection algorithms still have weak small target representation ability, extensive computational reso...

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Bibliographic Details
Main Authors: Yukai Ma, Caiping Xi, Ting Ma, Han Sun, Huiyang Lu, Xiang Xu, Chen Xu
Format: Article
Language:English
Published: MDPI AG 2025-08-01
Series:Sensors
Subjects:
small object detection
YOLOv11n
RFCBAMConv
DFPC
STCMSP
knowledge distillation
Online Access:https://www.mdpi.com/1424-8220/25/15/4857
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