Construction Method of Three-Dimensional Deformable Template Models for Tree-Shaped Organs
Summary :
In this paper, we propose a construction method of three-dimensional deformable models that represent tree-shaped human organs, such as bronchial tubes, based on results obtained by statistically analyzing the distributions of bifurcation points in the tree-shaped organs. The models are made to be used as standard templates of tree-shaped organs in medical image recognition, and are formed by control points that can be uniquely identified as structural elements of organs such as bifurcation tracheae in bronchial tubes. They can be transfigured based on the statistical validity of relationships between the control points. The optimal state of that transfiguration is determined within the framework of energy minimization. Experimental results from bronchial tubes are shown on actual CT images.
- Publication
- IEICE TRANSACTIONS on Information Vol.E89-D No.1 pp.326-331
- Publication Date
- 2006/01/01
- Publicized
- Online ISSN
- 1745-1361
- DOI
- 10.1093/ietisy/e89-d.1.326
- Type of Manuscript
- PAPER
- Category
- Image Recognition, Computer Vision
Authors
Keyword
Latest Issue
Copyrights notice of machine-translated contents
The copyright of the original papers published on this site belongs to IEICE. Unauthorized use of the original or translated papers is prohibited. See IEICE Provisions on Copyright for details.
Cite this
Copy
Hotaka TAKIZAWA, Shinji YAMAMOTO, "Construction Method of Three-Dimensional Deformable Template Models for Tree-Shaped Organs" in IEICE TRANSACTIONS on Information,
vol. E89-D, no. 1, pp. 326-331, January 2006, doi: 10.1093/ietisy/e89-d.1.326.
Abstract: In this paper, we propose a construction method of three-dimensional deformable models that represent tree-shaped human organs, such as bronchial tubes, based on results obtained by statistically analyzing the distributions of bifurcation points in the tree-shaped organs. The models are made to be used as standard templates of tree-shaped organs in medical image recognition, and are formed by control points that can be uniquely identified as structural elements of organs such as bifurcation tracheae in bronchial tubes. They can be transfigured based on the statistical validity of relationships between the control points. The optimal state of that transfiguration is determined within the framework of energy minimization. Experimental results from bronchial tubes are shown on actual CT images.
URL: https://global.ieice.org/en_transactions/information/10.1093/ietisy/e89-d.1.326/_p
Copy
@ARTICLE{e89-d_1_326,
author={Hotaka TAKIZAWA, Shinji YAMAMOTO, },
journal={IEICE TRANSACTIONS on Information},
title={Construction Method of Three-Dimensional Deformable Template Models for Tree-Shaped Organs},
year={2006},
volume={E89-D},
number={1},
pages={326-331},
abstract={In this paper, we propose a construction method of three-dimensional deformable models that represent tree-shaped human organs, such as bronchial tubes, based on results obtained by statistically analyzing the distributions of bifurcation points in the tree-shaped organs. The models are made to be used as standard templates of tree-shaped organs in medical image recognition, and are formed by control points that can be uniquely identified as structural elements of organs such as bifurcation tracheae in bronchial tubes. They can be transfigured based on the statistical validity of relationships between the control points. The optimal state of that transfiguration is determined within the framework of energy minimization. Experimental results from bronchial tubes are shown on actual CT images.},
keywords={},
doi={10.1093/ietisy/e89-d.1.326},
ISSN={1745-1361},
month={January},}
Copy
TY - JOUR
TI - Construction Method of Three-Dimensional Deformable Template Models for Tree-Shaped Organs
T2 - IEICE TRANSACTIONS on Information
SP - 326
EP - 331
AU - Hotaka TAKIZAWA
AU - Shinji YAMAMOTO
PY - 2006
DO - 10.1093/ietisy/e89-d.1.326
JO - IEICE TRANSACTIONS on Information
SN - 1745-1361
VL - E89-D
IS - 1
JA - IEICE TRANSACTIONS on Information
Y1 - January 2006
AB - In this paper, we propose a construction method of three-dimensional deformable models that represent tree-shaped human organs, such as bronchial tubes, based on results obtained by statistically analyzing the distributions of bifurcation points in the tree-shaped organs. The models are made to be used as standard templates of tree-shaped organs in medical image recognition, and are formed by control points that can be uniquely identified as structural elements of organs such as bifurcation tracheae in bronchial tubes. They can be transfigured based on the statistical validity of relationships between the control points. The optimal state of that transfiguration is determined within the framework of energy minimization. Experimental results from bronchial tubes are shown on actual CT images.
ER -
English
