Nonreference Image Quality Evaluation Algorithm Based on Wavelet Convolutional Neural Network and Information Entropy

Nonreference Image Quality Evaluation Algorithm Based on Wavelet Convolutional Neural Network and Information Entropy

The image quality evaluation method, based on the convolutional neural network (CNN), achieved good evaluation performance. However, this method can easily lead the visual quality of image sub-blocks to change with the spatial position after the image is processed by various distortions. Consequentl...

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Bibliographic Details
Main Authors: Jinhua Liu, Mulian Xu, Xinye Xu, Yuanyuan Huang
Format: Article
Language:English
Published: MDPI AG 2019-10-01
Series:Entropy
Subjects:
nonreference image quality evaluation
convolutional neural network
deep learning
wavelet transform
information entropy
Online Access:https://www.mdpi.com/1099-4300/21/11/1070

Internet

https://www.mdpi.com/1099-4300/21/11/1070

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