Simulation research on UAV recognition method based on convolutional neural network

Simulation research on UAV recognition method based on convolutional neural network

In order to improve the accuracy of identifying the target image while the drone is sailing, a hybrid model combining convolutional neural network (CNN) and probabilistic neural network (PNN) is proposed. The model uses CNN to extract multi-layer image representations and uses PNN extraction feature...

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Bibliographic Details
Main Authors: Ran ZHEN, Jiaxing YU, Guohua ZHAO, Xueli WU
Format: Article
Language:zho
Published: Hebei University of Science and Technology 2019-10-01
Series:Journal of Hebei University of Science and Technology
Subjects:
image identification
UAV recognition
falling gradient method
probabilistic neural network
convolutional neural network
Online Access:http://xuebao.hebust.edu.cn/hbkjdx/ch/reader/create_pdf.aspx?file_no=b201905004&flag=1&journal_

Internet

http://xuebao.hebust.edu.cn/hbkjdx/ch/reader/create_pdf.aspx?file_no=b201905004&flag=1&journal_

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