Articles with "real esrgan" as a keyword



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

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Published in 2023 at "IEEE Access"

DOI: 10.1109/access.2023.3256086

Abstract: 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… read more here.

Keywords: super resolution; real esrgan; model; image super ... See more keywords
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Finetuned Super-Resolution Generative Adversarial Network (Artificial Intelligence) Model for Calcium Deblooming in Coronary Computed Tomography Angiography

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Published in 2022 at "Journal of Personalized Medicine"

DOI: 10.3390/jpm12091354

Abstract: The purpose of this study was to finetune a deep learning model, real-enhanced super-resolution generative adversarial network (Real-ESRGAN), and investigate its diagnostic value in calcified coronary plaques with the aim of suppressing blooming artifacts for… read more here.

Keywords: angiography; super resolution; real esrgan; model ... See more keywords