JOURNAL ARTICLE

Super-resolution image reconstruction using Cycle-Spinning

Abstract

In order to avoid the effect of Pseudo-Gibbs phenomena, Cycle-Spinning, used in the image de-noising, was produced in this background. With the thought of cyclic shift, this paper considers the relationship among each step of the whole reconstruction process, studies the involved inverse translation and the average operation, and proposes two different reconstruction methods. The experimental results indicate these methods can eliminate the Pseudo-Gibbs phenomenon, and get better visual effects subjectively and higher PSNR value objectively.

Keywords:
Spinning Iterative reconstruction Computer science Image (mathematics) Artificial intelligence Inverse Computer vision Process (computing) Inverse problem Translation (biology) Algorithm Pattern recognition (psychology) Mathematics Engineering Mathematical analysis Mechanical engineering Geometry

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Citation History

Topics

Advanced Image Processing Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Image Processing Techniques and Applications
Physical Sciences →  Engineering →  Media Technology
Image and Signal Denoising Methods
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition

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