Image Super-Resolution Algorithm Based on an Improved Sparse Autoencoder

Image Super-Resolution Algorithm Based on an Improved Sparse Autoencoder

Due to the limitations of the resolution of the imaging system and the influence of scene changes and other factors, sometimes only low-resolution images can be acquired, which cannot satisfy the practical application’s requirements. To improve the quality of low-resolution images, a novel super-res...

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Bibliographic Details
Main Authors: Detian Huang, Weiqin Huang, Zhenguo Yuan, Yanming Lin, Jian Zhang, Lixin Zheng
Format: Article
Language:English
Published: MDPI AG 2018-01-01
Series:Information
Subjects:
super-resolution
sparse autoencoder
dictionary learning
ZCA whitening
Online Access:http://www.mdpi.com/2078-2489/9/1/11

Internet

http://www.mdpi.com/2078-2489/9/1/11

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