A Fast Approach for Design and Realization of Bilateral filter

Microcomputer Information(2008)

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摘要
This paper proposed a fast approach for Bilateral filter. First, instead of the time-consuming point-by-point calculation in the primal, we set up a set of dynamic templets to the geometric closeness function,as a result, only cost two-thirds computing time than before . Then, We discretize the photometric similarity function to make the computational formula of the Bilateral filter come into being a convolution. In the end, since the discrete Fast Fourier Transform (FFT) have cost O (Nlog2N), the O (N2) convolution can be greatly accelerated using discrete FFT,there is a gain of one order of magnitude.
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关键词
FFT,Convolution,Dynamic templets,IFFT,Bilateral filter
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