A Review on Iterative Shrinkage Approach to Deconvolution Problem | IEEE Conference Publication | IEEE Xplore

A Review on Iterative Shrinkage Approach to Deconvolution Problem


Abstract:

The deconvolution problem appears in many real-world applications, such as Image deblurring, which is still an active field of research for image quality improvement. In ...Show More

Abstract:

The deconvolution problem appears in many real-world applications, such as Image deblurring, which is still an active field of research for image quality improvement. In this article, we have reviewed deconvolution task constituted as sparse recovery problem. We have also included signal recovery on both synthesis and analysis-sparse model, reflecting the sparsifying basis to be a tight frame. This paper has implemented different iterative algorithms to this problem and considered the standard metrics like Signal to Noise Ratio (SNR) for comparison.
Date of Conference: 20-22 September 2021
Date Added to IEEE Xplore: 04 November 2021
ISBN Information:
Conference Location: Goa, India

References

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