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Accelerated IRLS.pdf

Chen_Preconditioning_for_Accelerated_2014_CVPR_paper.pdf
Preview of Accelerated IRLS
🔗 Source: cv-foundation.org
📊 Size: 737 KB
👤 Author: Chen Chen, Junzhou Huang, Lei He, Hongsheng Li
⬇️ Downloads: 231

Summary

A novel algorithm for structured sparsity reconstruction is proposed, based on the iterative reweighted least squares (IRLS) framework and accelerated by the preconditioned conjugate gradient method, achieving exponential convergence and significantly reduced computational cost, making it feasible for large-scale problems and outperforming state-of-the-art algorithms in compressive sensing magnetic resonance imaging applications.

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Description

A novel algorithm for structured sparsity reconstruction is proposed, based on the iterative reweighted least squares (IRLS) framework and accelerated by the...

Technical Information

  • File Format: PDF
  • File Size: 737 KB
  • Pages: 8
  • Language: EN
  • Author: Chen Chen, Junzhou Huang, Lei He, Hongsheng Li
  • Total Downloads: 231
  • Last Updated: 6 days ago

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