RGB-IR Cross Input and Sub-Pixel Upsampling Network for Infrared Image Super-Resolution

RGB-IR Cross Input and Sub-Pixel Upsampling Network for Infrared Image Super-Resolution

Deep learning-based image super-resolution has shown significantly good performance in improving image quality. In this paper, the RGB-IR cross input and sub-pixel upsampling network is proposed to increase the spatial resolution of an Infrared (IR) image by combining it with a color image of higher...

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Bibliographic Details
Main Authors: Juan Du, Huixin Zhou, Kun Qian, Wei Tan, Zhe Zhang, Lin Gu, Yue Yu
Format: Article
Language:English
Published: MDPI AG 2020-01-01
Series:Sensors
Subjects:
super-resolution
infrared image denoising
guided filter layer
sub-pixel convolution
Online Access:https://www.mdpi.com/1424-8220/20/1/281

Internet

https://www.mdpi.com/1424-8220/20/1/281

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