Insight Journal - Multilocal Creaseness Measure

Multilocal Creaseness Measure

Vera S., Gil D., López A., González M.A.

Please use this identifier to cite or link to this publication: http://hdl.handle.net/10380/3338

Published in The Insight Journal - 2012 January-December.

Submitted by Sergio Vera on 01-10-2012.

This document describes the implementation using the Insight Toolkit of an algorithm for detecting creases (ridges and valleys) in N-dimensional images, based on the Local Structure Tensor of the image. In addition to the filter used to calculate the creaseness image, a filter for the computation of the structure tensor is also included in this submission.

Code

There is no code review at this time.

Reviews

Useful structure tensor and creasness measure implementation by Dženan Zukić on 2012-01-16 08:42:23 for revision #1

expertise: 3 sensitivity: 5

Hypothesis:

Creasness measure implementation based on structure tensor.

Evidence:

The authors describe the principles in short, and give further references.

Open Science:

Source code and one image provided, along with reference output image.

Reproducibility:

The code needed minor modification to be compilable with ITK v4. The provided example runs.

Open source Contributions:

Code is in the form of reusable templated filters, the standard ITK style.

Code Quality :

The code does not have many comments, but seems to be using standard style.

Free comment :

A useful contribution that will save someone a few weeks that it takes to implement it.

Comment by Nsmanrich Vigorda:

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Comment by Toni Sdga

If you have an error c2244 , change

In itkstructuretensorimagefilter.h

typedef typename TensorImageType::Pointer TensorImagePointer;
typedef typename GradientImageType::Pointer GradientImagePointer;

to

typedef typename TOutputImage::Pointer TensorImagePointer;
typedef typename TOutputImage2::Pointer GradientImagePointer;

and it works...

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Paper Id:	848
Categories:	Derivatives and Integrals, Feature extraction, Higher order derivatives
Keywords:	Ridges, Valley, Creaseness, Structure Tensor, Skeleton
Toolkits:	ITK
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