IRE: Improved Image Super-Resolution Based on Real-ESRGAN

IRE: Improved Image Super-Resolution Based on Real-ESRGAN

Image super-resolution (SR) is a research field focusing on image degradation techniques. The High-order Deterioration Model (HDM) implemented in Real-ESRGAN has proven more effective in simulating the degradation of real-world images compared to conventional bicubic kernel interpolation. However, i...

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Bibliographic Details
Main Authors: Zhengwei Zhu, Yushi Lei, Yilin Qin, Chenyang Zhu, Yanping Zhu
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Super resolution
real-ESRGAN
SmoothL1
channel attention
PatchGAN
Online Access:https://ieeexplore.ieee.org/document/10066280/

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