Objects Related to Tensor Images

Collaboration diagram for Objects Related to Tensor Images:

Detailed Description

This category includes the objects required for representing diffusion tensor images in ITK.

Classes

class itk::DiffusionTensor3D< TComponent >

Represent a diffusion tensor as used in DTI images. More...

class itk::DiffusionTensor3DReconstructionImageFilter< TReferenceImagePixelType, TGradientImagePixelType, TTensorPixelType >

This class takes as input one or more reference image (acquired in the absence of diffusion sensitizing gradients) and 'n' diffusion weighted images and their gradient directions and computes an image of tensors. (with DiffusionTensor3D as the pixel type). Once that is done, you can apply filters on this tensor image to compute FA, ADC, RGB weighted maps etc. More...

class itk::Hessian3DToVesselnessMeasureImageFilter< TPixel >

Line filter to provide a vesselness measure for tubular objects from the hessian matrix. The filter takes as input an image of hessian pixels (SymmetricSecondRankTensor pixels) and preserves pixels that have eigen values $\lambda_3$ close to 0 and $\lambda_2$ and $\lambda_1$ as large negative values. (for bright tubular structures). More...

class HessianObjectnessMeasureImageFilter

A filter to enhance M-dimensional objects in N-dimensional images. More...

class itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >

A filter to enhance structures using Hessian eigensystem-based measures in a multiscale framework. More...

class itk::SymmetricEigenAnalysisImageFilter< TInputImage, TOutputImage >

Computes the eigen-values of every input symmetric matrix pixel. More...

class itk::SymmetricSecondRankTensor< TComponent, NDimension >

Represent a symmetric tensor of second rank. More...

class itk::TensorFractionalAnisotropyImageFilter< TInputImage, TOutputImage >

Computes the Fractional Anisotropy for every pixel of a input tensor image. More...

class itk::TensorRelativeAnisotropyImageFilter< TInputImage, TOutputImage >

Computes the Relative Anisotropy for every pixel of a input tensor image. More...


Classes
class	itk::DiffusionTensor3D< TComponent >
	Represent a diffusion tensor as used in DTI images. More...
class	itk::DiffusionTensor3DReconstructionImageFilter< TReferenceImagePixelType, TGradientImagePixelType, TTensorPixelType >
	This class takes as input one or more reference image (acquired in the absence of diffusion sensitizing gradients) and 'n' diffusion weighted images and their gradient directions and computes an image of tensors. (with DiffusionTensor3D as the pixel type). Once that is done, you can apply filters on this tensor image to compute FA, ADC, RGB weighted maps etc. More...
class	itk::Hessian3DToVesselnessMeasureImageFilter< TPixel >
	Line filter to provide a vesselness measure for tubular objects from the hessian matrix. The filter takes as input an image of hessian pixels (SymmetricSecondRankTensor pixels) and preserves pixels that have eigen values $\lambda_3$ close to 0 and $\lambda_2$ and $\lambda_1$ as large negative values. (for bright tubular structures). More...
class	HessianObjectnessMeasureImageFilter
	A filter to enhance M-dimensional objects in N-dimensional images. More...
class	itk::MultiScaleHessianBasedMeasureImageFilter< TInputImage, THessianImage, TOutputImage >
	A filter to enhance structures using Hessian eigensystem-based measures in a multiscale framework. More...
class	itk::SymmetricEigenAnalysisImageFilter< TInputImage, TOutputImage >
	Computes the eigen-values of every input symmetric matrix pixel. More...
class	itk::SymmetricSecondRankTensor< TComponent, NDimension >
	Represent a symmetric tensor of second rank. More...
class	itk::TensorFractionalAnisotropyImageFilter< TInputImage, TOutputImage >
	Computes the Fractional Anisotropy for every pixel of a input tensor image. More...
class	itk::TensorRelativeAnisotropyImageFilter< TInputImage, TOutputImage >
	Computes the Relative Anisotropy for every pixel of a input tensor image. More...