Summary
In this paper, we propose a revised version of the recently proposed two-dimensional Recursive Inverse (2-D RI) adaptive algorithm. Instead of updating the filter coefficients both along the horizontal and vertical directions on the 2-D plane, as in the old 2-D RI algorithm, our new revised algorithm performs the update process simultaneously for every element in the 2-D plane. Simulation results show that the proposed 2-D RI algorithm leads to an improved performance compared to that of the 2-D RLS algorithm and similar performance compared to 2-D RI algorithm with reduced computational complexity.
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Salman, M.S., Eleyan, A. (2014). An Efficient 2-D Recursive Inverse Algorithm for Image De-noising. In: S. Choras, R. (eds) Image Processing and Communications Challenges 5. Advances in Intelligent Systems and Computing, vol 233. Springer, Heidelberg. https://doi.org/10.1007/978-3-319-01622-1_20
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DOI: https://doi.org/10.1007/978-3-319-01622-1_20
Publisher Name: Springer, Heidelberg
Print ISBN: 978-3-319-01621-4
Online ISBN: 978-3-319-01622-1
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