Research on Degraded Video Image Recognition Based on Neural Network

A convolutional neural network model is a multi-layered architecture with fault tolerance, parallel computing capabilities, and efficient computational performance. This model has been widely used in pattern recognition, intelligent image analysis and other fields. The application of convolutional n...

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Bibliographic Details
Published in:Journal of physics. Conference series 2020-04, Vol.1533 (3), p.32007
Main Author: Nie, LuoNa
Format: Article
Language:English
Subjects:
Artificial neural networks
Convolutional Neural Network
Fault tolerance
Image analysis
Image degradation
Image quality
Intelligent Image
Multi-Layered
Multilayers
Neural networks
Object recognition
Pattern analysis
Pattern Recognition
Video Image Quality Class
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Summary:A convolutional neural network model is a multi-layered architecture with fault tolerance, parallel computing capabilities, and efficient computational performance. This model has been widely used in pattern recognition, intelligent image analysis and other fields. The application of convolutional neural network with good application prospects is utilized to realize the detection and analysis of video image quality class.
ISSN:1742-6588
1742-6596
DOI:10.1088/1742-6596/1533/3/032007