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Fast Bilateral Filtering of Vector-Valued Images by Ghosh, Sanjay; Chaudhury, Kunal N. is a scholarly article available to read on EtoBox.

What is Fast Bilateral Filtering of Vector-Valued Images about?

In this paper, we consider a natural extension of the edge-preserving bilateral filter for vector-valued images. The direct computation of this non-linear filter is slow in practice. We demonstrate how a fast algorithm can be obtained by first approximating the Gaussian kernel of the bilateral filter using raised-cosines, and then using Monte Carlo sampling. We present simulation results on color images to demonstrate the accuracy of the algorithm and the speedup over the direct implementation.

Author
Ghosh, Sanjay; Chaudhury, Kunal N.
Published
2016
Language
EN

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