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Research on Visibility Estimation Model Based on DenseNet Cover

Research on Visibility Estimation Model Based on DenseNet

International Journal of Advanced Network, Monitoring and Controls
Volume 8 (2023): Issue 1 (January 2023)
By: Guang Li and  Zhiqiang Chang  
Open Access
|May 2023

Figures & Tables

Figure 1.

Highway camera model
Highway camera model

Figure 2.

Schematic diagram of structural network
Schematic diagram of structural network

Figure 3.

Training of DenseNet
Training of DenseNet

Figure 4.

Airport visibility analysis structure
Airport visibility analysis structure

Figure 5.

Network model
Network model

Figure 6.

Canny operator edge extraction results
Canny operator edge extraction results

Figure 7.

Highway visibility curve with time
Highway visibility curve with time

Figure 8.

Gaussian process regression
Gaussian process regression

Accuracy and loss values of DenseNet

NUMBER OF NETWORK LAYERSDENSENET(%)LOSS
1794.140.1459
DOI: https://doi.org/10.2478/ijanmc-2023-0042 | Journal eISSN: 2470-8038
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Language: English
Page range: 10 - 17
Published on: May 31, 2023
Published by: Xi’an Technological University
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year
Keywords:
Densenet,
Visibility Estimation,
Softmax Classifier
Related subjects:
Computer sciences,
Computer sciences, other

© 2023 Guang Li, Zhiqiang Chang, published by Xi’an Technological University
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

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