MFDAFF-Net: Multiscale Frequency-Aware and Dual Attention-Guided Feature Fusion Network for UAV Imagery Object Detection

MFDAFF-Net: Multiscale Frequency-Aware and Dual Attention-Guided Feature Fusion Network for UAV Imagery Object Detection

Recently, the rapid advancement of the unmanned aerial vehicle (UAV) remote sensing technology has positioned object detection in UAV imagery as a prominent research domain. However, object detection models designed for conventional imagery often fail to achieve satisfactory detection accuracy due t...

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Bibliographic Details
Main Authors: Shu Tian, Bingxi Zhang, Lin Cao, Lihong Kang, Jing Tian, Xiangwei Xing, Bo Shen, Chunzhuo Fan, Kangning Du, Chong Fu, Ye Zhang
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Deep learning
object detection
remote sensing
unmanned aerial vehicle (UAV)
wavelet transform
Online Access:https://ieeexplore.ieee.org/document/10945370/
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