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Efficient computation of Hessian-based enhancement filters for tubular structures in 3D images

Abstract:

This work presents guidelines for a computationally efficient implementation of multiscale image filters based on eigenanalysis of the Hessian matrix, for the enhancement of tubular structures. Our focus is the application to 3D medical images of blood vessels. The method uses matrix trace, determinant and sign to discard voxels unlikely to belong to vessels, prior to the calculation of the Hessian eigenvalues. As example of time savings, we provide results obtained in four computed tomograph...

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Publication status:
Published

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Publisher copy:
10.1016/j.irbm.2009.04.003

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Institution:
University of Oxford
Division:
MPLS
Department:
Engineering Science
Role:
Author
Journal:
IRBM
Volume:
30
Issue:
3
Pages:
128-132
Publication date:
2009-06-01
DOI:
ISSN:
1959-0318
Source identifiers:
296962
Language:
English
Keywords:
Pubs id:
pubs:296962
UUID:
uuid:396eed14-99ba-4e2c-b17d-666af72aac0d
Local pid:
pubs:296962
Deposit date:
2013-11-17

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