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...

وصف كامل

التفاصيل البيبلوغرافية
المؤلفون الرئيسيون: Wanjie Lu, Chaozhen Lan, Chaoyang Niu, Wei Liu, Liang Lyu, Qunshan Shi, Shiju Wang
التنسيق: مقال
اللغة:English
منشور في: IEEE 2023-01-01
سلاسل:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
الموضوعات:
Convolutional neural network (CNN)
hybrid network
object detection
transformer
unmanned aerial vehicle (UAV) image
الوصول للمادة أونلاين:https://ieeexplore.ieee.org/document/10006385/

الانترنت

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

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