Subjective comparison of various super-resolution reconstruction methods, with the first row displaying 4× upscaling and the second row showing 8× upscaling.

Subjective comparison of various super-resolution reconstruction methods, with the first row displaying 4× upscaling and the second row showing 8× upscaling.

<p>Subjective comparison of various super-resolution reconstruction methods, with the first row displaying 4× upscaling and the second row showing 8× upscaling.</p>

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Bibliographic Details
Main Author:	Xueri Li (22272137) (author)
Other Authors:	Lei Yang (102719) (author), Shimin Liang (19475479) (author), Jianfang Wu (4774554) (author)
Published:	2025
Subjects:	Cell Biology Biotechnology Infectious Diseases Space Science Biological Sciences not elsewhere classified Information Systems not elsewhere classified model achieves improvements experimental results validate compromises reconstruction quality scale feature extraction enhancing image resolution resolution reconstructs high image super scale information scale features scale error resolution inputs resolution images varying sizes proposed method processed concurrently practical significance peak signal one derived objective assessments noise ratio iterative refinement integrating error innovative error frequency information frequency details forward structure forward network extract high enhanced acquisition diverse inputs convolutional kernels another extracted
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