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Image Gradient Filters
[Image Feature Extraction Filters]


Classes

class  DeformationFieldJacobianDeterminantFilter
 Computes a scalar image from a vector image (e.g., deformation field) input, where each output scalar at each pixel is the Jacobian determinant of the vector field at that location. More...

class  DifferenceOfGaussiansGradientImageFilter
 Performs difference-of-gaussians gradient detection. More...

class  GradientImageFilter
 Computes the gradient of an image using directional derivatives. More...

class  GradientMagnitudeImageFilter
 Computes the gradient magnitude of an image region at each pixel. More...

class  GradientMagnitudeRecursiveGaussianImageFilter
 Computes the Magnitude of the Gradient of an image by convolution with the first derivative of a Gaussian. More...

class  GradientRecursiveGaussianImageFilter
 Computes the gradient of an image by convolution with the first derivative of a Gaussian. More...

class  HessianRecursiveGaussianImageFilter
 Computes the Hessian matrix of an image by convolution with the Second and Cross derivatives of a Gaussian. More...

class  LaplacianRecursiveGaussianImageFilter
 Computes the Laplacian of an image by convolution with the second derivative of a Gaussian. More...

class  VectorGradientMagnitudeImageFilter
 Computes a scalar, gradient magnitude image from a multiple channel (pixels are vectors) input. More...


Detailed Description

These filters compute local gradients of images.
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