Infrared Image Super Resolution by Combining Compressive Sensing and Deep Learning

Infrared Image Super Resolution by Combining Compressive Sensing and Deep Learning

Super resolution methods alleviate the high cost and high difficulty in applying high resolution infrared image sensors. In this paper we present a novel single image super resolution method for infrared images by combining compressive sensing theory and deep learning. Low resolution images can be r...

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Bibliographic Details
Main Authors: Xudong Zhang, Chunlai Li, Qingpeng Meng, Shijie Liu, Yue Zhang, Jianyu Wang
Format: Article
Language:English
Published: MDPI AG 2018-08-01
Series:Sensors
Subjects:
super resolution
infrared images
compressive sensing
deep learning
convolutional neural networks
Online Access:http://www.mdpi.com/1424-8220/18/8/2587

Internet

http://www.mdpi.com/1424-8220/18/8/2587

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