Deformable registration of male pelvises in CT images

Yiqiang Zhan; Dinggang Shen; Russell H. Taylor

Deformable registration of male pelvises in CT images

Yiqiang Zhan^*
, Dinggang Shen
, Russell H. Taylor

^*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

4 Citations (Scopus)

Abstract

In this paper, a method for deformable registration of male pelvises in CT images is proposed. It is composed of three major steps. Firstly, an attribute vector is defined for each voxel in the image, and is used to reflect the density distribution of the bone tissues in the neighborhood of that voxel. Different anatomical structures thus own different attribute vectors. Secondly, the match of two images under a particular deformation is evaluated by integrating the similarities of attribute vectors on the corresponding voxels. Finally, a set of hierarchical deformation strategies are employed, in order to avoid the local minimum match of two images. The performance of this deformable registration method has been demonstrated by both synthesized and real CT images of pelvises.

Original language	English
Title of host publication	2004 2nd IEEE International Symposium on Biomedical Imaging
Subtitle of host publication	Macro to Nano
Pages	1463-1466
Number of pages	4
Publication status	Published - 2004
Event	2004 2nd IEEE International Symposium on Biomedical Imaging: Macro to Nano - Arlington, VA, United States Duration: 2004 Apr 15 → 2004 Apr 18

Publication series

Name	2004 2nd IEEE International Symposium on Biomedical Imaging: Macro to Nano
Volume	2

Other

Other	2004 2nd IEEE International Symposium on Biomedical Imaging: Macro to Nano
Country/Territory	United States
City	Arlington, VA
Period	04/4/15 → 04/4/18

ASJC Scopus subject areas

General Engineering

Cite this

Deformable registration of male pelvises in CT images. / Zhan, Yiqiang; Shen, Dinggang; Taylor, Russell H.
2004 2nd IEEE International Symposium on Biomedical Imaging: Macro to Nano. 2004. p. 1463-1466 (2004 2nd IEEE International Symposium on Biomedical Imaging: Macro to Nano; Vol. 2).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Zhan, Y, Shen, D & Taylor, RH 2004, Deformable registration of male pelvises in CT images. in 2004 2nd IEEE International Symposium on Biomedical Imaging: Macro to Nano. 2004 2nd IEEE International Symposium on Biomedical Imaging: Macro to Nano, vol. 2, pp. 1463-1466, 2004 2nd IEEE International Symposium on Biomedical Imaging: Macro to Nano, Arlington, VA, United States, 04/4/15.

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title = "Deformable registration of male pelvises in CT images",

abstract = "In this paper, a method for deformable registration of male pelvises in CT images is proposed. It is composed of three major steps. Firstly, an attribute vector is defined for each voxel in the image, and is used to reflect the density distribution of the bone tissues in the neighborhood of that voxel. Different anatomical structures thus own different attribute vectors. Secondly, the match of two images under a particular deformation is evaluated by integrating the similarities of attribute vectors on the corresponding voxels. Finally, a set of hierarchical deformation strategies are employed, in order to avoid the local minimum match of two images. The performance of this deformable registration method has been demonstrated by both synthesized and real CT images of pelvises.",

author = "Yiqiang Zhan and Dinggang Shen and Taylor, \{Russell H.\}",

year = "2004",

language = "English",

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note = "2004 2nd IEEE International Symposium on Biomedical Imaging: Macro to Nano ; Conference date: 15-04-2004 Through 18-04-2004",

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AU - Zhan, Yiqiang

AU - Shen, Dinggang

AU - Taylor, Russell H.

PY - 2004

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N2 - In this paper, a method for deformable registration of male pelvises in CT images is proposed. It is composed of three major steps. Firstly, an attribute vector is defined for each voxel in the image, and is used to reflect the density distribution of the bone tissues in the neighborhood of that voxel. Different anatomical structures thus own different attribute vectors. Secondly, the match of two images under a particular deformation is evaluated by integrating the similarities of attribute vectors on the corresponding voxels. Finally, a set of hierarchical deformation strategies are employed, in order to avoid the local minimum match of two images. The performance of this deformable registration method has been demonstrated by both synthesized and real CT images of pelvises.

AB - In this paper, a method for deformable registration of male pelvises in CT images is proposed. It is composed of three major steps. Firstly, an attribute vector is defined for each voxel in the image, and is used to reflect the density distribution of the bone tissues in the neighborhood of that voxel. Different anatomical structures thus own different attribute vectors. Secondly, the match of two images under a particular deformation is evaluated by integrating the similarities of attribute vectors on the corresponding voxels. Finally, a set of hierarchical deformation strategies are employed, in order to avoid the local minimum match of two images. The performance of this deformable registration method has been demonstrated by both synthesized and real CT images of pelvises.

UR - https://www.scopus.com/pages/publications/17144378608

M3 - Conference contribution

AN - SCOPUS:17144378608

SN - 0780383885

SN - 9780780383883

T3 - 2004 2nd IEEE International Symposium on Biomedical Imaging: Macro to Nano

SP - 1463

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BT - 2004 2nd IEEE International Symposium on Biomedical Imaging

T2 - 2004 2nd IEEE International Symposium on Biomedical Imaging: Macro to Nano

Y2 - 15 April 2004 through 18 April 2004

ER -

Deformable registration of male pelvises in CT images

Abstract

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