Limited memory switched Broyden method for faster image deblurring

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Abstract

Iterative methods have gained a solid reputation for efficient image restoration, for both spatially invariant and spatially variant blurs. This paper shows how a 'strap-on' quasi-Newton Broyden method can further accelerate the convergence of these iterative methods with little extra overhead.

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Haelterman, R., Lahouli, I., Shimoni, M., & Degroote, J. (2017). Limited memory switched Broyden method for faster image deblurring. In Proceedings of the 15th IAPR International Conference on Machine Vision Applications, MVA 2017 (pp. 366–369). Institute of Electrical and Electronics Engineers Inc. https://doi.org/10.23919/MVA.2017.7986877

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