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Application of the Least Squares Solutions in Image Deblurring

Author

Listed:
  • Predrag S. Stanimirović
  • Igor Stojanović
  • Vasilios N. Katsikis
  • Dimitrios Pappas
  • Zoran Zdravev

Abstract

A new method for the reconstruction of blurred digital images damaged by separable motion blur is established. The main attribute of the method is based on multiple applications of the least squares solutions of certain matrix equations which define the separable motion blur in conjunction with known image deconvolution techniques. The key feature of the proposed algorithms is reflected in the fact that they can be used only in symbiosis with other image restoration algorithms.

Suggested Citation

  • Predrag S. Stanimirović & Igor Stojanović & Vasilios N. Katsikis & Dimitrios Pappas & Zoran Zdravev, 2015. "Application of the Least Squares Solutions in Image Deblurring," Mathematical Problems in Engineering, Hindawi, vol. 2015, pages 1-18, February.
    • Handle: RePEc:hin:jnlmpe:298689
    DOI: 10.1155/2015/298689
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