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An improved deep learning approach for detection of maize tassels using UAV-based RGB images

The emergence of maize tassels is the turning of vegetative stage to reproductive stage of maize (Zea mays L.), which is critical for estimating maize grain yields. Recent advances in unmanned aerial vehicles (UAVs) remote sensing and deep learning-based object detection technique have provided a ne...

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Principais autores: Jiahao Chen, Yongshuo Fu, Yahui Guo, Yue Xu, Xuan Zhang, Fanghua Hao
Format: Artigo
Sprog:Inglês
Udgivet: Elsevier 2024-06-01
Serier:International Journal of Applied Earth Observations and Geoinformation
Fag:
Maize tassels
UAVs
Deep learning
Object detection
YOLOv8n
Attention module
Online adgang:http://www.sciencedirect.com/science/article/pii/S1569843224002760
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