A CNN-Transformer Hybrid Model Based on CSWin Transformer for UAV Image Object Detection

A CNN-Transformer Hybrid Model Based on CSWin Transformer for UAV Image Object Detection

The object detection of unmanned aerial vehicle (UAV) images has widespread applications in numerous fields; however, the complex background, diverse scales, and uneven distribution of objects in UAV images make object detection a challenging task. This study proposes a convolution neural network tr...

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Podrobná bibliografie
Hlavní autoři: Wanjie Lu, Chaozhen Lan, Chaoyang Niu, Wei Liu, Liang Lyu, Qunshan Shi, Shiju Wang
Médium: Článek
Jazyk:English
Vydáno: IEEE 2023-01-01
Edice:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Témata:
Convolutional neural network (CNN)
hybrid network
object detection
transformer
unmanned aerial vehicle (UAV) image
On-line přístup:https://ieeexplore.ieee.org/document/10006385/

Internet

https://ieeexplore.ieee.org/document/10006385/

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