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• W3123505101 abstract "The bilateral filter is a non-linear filter that uses a range filter along with a spatial filter to perform edge-preserving smoothing of images. A direct computation of the bilateral filter requires O(S) operations per pixel, where S is the size of the support of the spatial filter. In this paper, we present a fast and provably accurate algorithm for approximating the bilateral filter when the range kernel is Gaussian. In particular, for box and Gaussian spatial filters, the proposed algorithm can cut down the complexity to O(1) per pixel for any arbitrary S. The algorithm has a simple implementation involving N+1 spatial filterings, where N is the approximation order. We give a detailed analysis of the filtering accuracy that can be achieved by the proposed approximation in relation to the target bilateral filter. This allows us to estimate the order N required to obtain a given accuracy. We also present comprehensive numerical results to demonstrate that the proposed algorithm is competitive with the state-of-the-art methods in terms of speed and accuracy." @default.
• W3123505101 created "2021-02-01" @default.
• W3123505101 creator A5045035201 @default.
• W3123505101 creator A5061545126 @default.
• W3123505101 date "2016-06-01" @default.
• W3123505101 modified "2023-10-01" @default.
• W3123505101 title "Fast and Provably Accurate Bilateral Filtering" @default.
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• W3123505101 doi "https://doi.org/10.1109/tip.2016.2548363" @default.
• W3123505101 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/27093722" @default.
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