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BUILT-IN MATHEMATICA SYMBOL
LaplacianGaussianFilter[image, r]
convolves image with a Laplacian of Gaussian kernel of pixel radius r.
LaplacianGaussianFilter[image, {r,
}]
convolves image with a Laplacian of Gaussian kernel of radius r and standard deviation
.
LaplacianGaussianFilter[data, ...]
applies Laplacian of Gaussian filtering to an array of data.
Details and OptionsDetails and Options
- LaplacianGaussianFilter works with arbitrary grayscale and color images.
- LaplacianGaussianFilter works with 3D as well as 2D images, and also with data arrays of any rank.
- LaplacianGaussianFilter[image, r] is equivalent to LaplacianGaussianFilter[image, {r, r/2}].
- LaplacianGaussianFilter[image, {{r1, r2}, ...}] specifies different radii in the vertical and horizontal directions.
- LaplacianGaussianFilter takes the following options:
-
Method "Bessel" how to determine elements of the Gaussian matrix Padding "Fixed" padding method WorkingPrecision Automatic the precision to use "Standardization" True whether to rescale and shift the Gaussian matrix to account for truncation - LaplacianGaussianFilter[image, ...] by default gives an image of the same dimensions as image.
- With a setting Padding->None, LaplacianGaussianFilter[image, ...] normally gives an image smaller than image.
- LaplacianGaussianFilter operates separately on each channel in an image.
ExamplesExamplesopen allclose all
Basic Examples (4)Basic Examples (4)
Find edge features in a color image:
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Laplacian of Gaussian applied to a grayscale image:
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Find the edges of an object, showing the inside of the edge in darker tones and the outside in brighter tones:
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Laplacian of Gaussian (LoG) filter of a numeric array:
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