Luminal contour detection in intravascular ultrasound images

E. Santos Filho; M. Yoshizawa; A. Tanaka; Y. Saijo; T. Iwamoto

Luminal contour detection in intravascular ultrasound images

E. Santos Filho, M. Yoshizawa, A. Tanaka, Y. Saijo, T. Iwamoto

Research output: Contribution to conference › Paper › peer-review

Abstract

A system for luminal contour segmentation in intravascular ultrasound images is proposed Moment based texture features together with the radial distance feature are used for clustering of the input image pixels. After the clustering, morphological smoothing and boundary detection process are applied and the final image is obtained. The proposed method was applied to 15 images of different patients and a correlation coefficient equal to 0.86 was obtained between the areas of lumen automatically and manually defined.

Original language	English
Pages	1076-1079
Number of pages	4
Publication status	Published - 2005
Event	SICE Annual Conference 2005 - Okayama, Japan Duration: 2005 Aug 8 → 2005 Aug 10

Other

Other	SICE Annual Conference 2005
Country/Territory	Japan
City	Okayama
Period	05/8/8 → 05/8/10

Keywords

Image segmentation
Texture
Ultrasound

ASJC Scopus subject areas

Control and Systems Engineering
Computer Science Applications
Electrical and Electronic Engineering

Cite this

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title = "Luminal contour detection in intravascular ultrasound images",

abstract = "A system for luminal contour segmentation in intravascular ultrasound images is proposed Moment based texture features together with the radial distance feature are used for clustering of the input image pixels. After the clustering, morphological smoothing and boundary detection process are applied and the final image is obtained. The proposed method was applied to 15 images of different patients and a correlation coefficient equal to 0.86 was obtained between the areas of lumen automatically and manually defined.",

keywords = "Image segmentation, Texture, Ultrasound",

author = "{Santos Filho}, E. and M. Yoshizawa and A. Tanaka and Y. Saijo and T. Iwamoto",

year = "2005",

language = "English",

pages = "1076--1079",

note = "SICE Annual Conference 2005 ; Conference date: 08-08-2005 Through 10-08-2005",

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TY - CONF

T1 - Luminal contour detection in intravascular ultrasound images

AU - Santos Filho, E.

AU - Yoshizawa, M.

AU - Tanaka, A.

AU - Saijo, Y.

AU - Iwamoto, T.

PY - 2005

Y1 - 2005

N2 - A system for luminal contour segmentation in intravascular ultrasound images is proposed Moment based texture features together with the radial distance feature are used for clustering of the input image pixels. After the clustering, morphological smoothing and boundary detection process are applied and the final image is obtained. The proposed method was applied to 15 images of different patients and a correlation coefficient equal to 0.86 was obtained between the areas of lumen automatically and manually defined.

AB - A system for luminal contour segmentation in intravascular ultrasound images is proposed Moment based texture features together with the radial distance feature are used for clustering of the input image pixels. After the clustering, morphological smoothing and boundary detection process are applied and the final image is obtained. The proposed method was applied to 15 images of different patients and a correlation coefficient equal to 0.86 was obtained between the areas of lumen automatically and manually defined.

KW - Image segmentation

KW - Texture

KW - Ultrasound

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UR - http://www.scopus.com/inward/citedby.url?scp=33645305692&partnerID=8YFLogxK

M3 - Paper

AN - SCOPUS:33645305692

SP - 1076

EP - 1079

T2 - SICE Annual Conference 2005

Y2 - 8 August 2005 through 10 August 2005

ER -

Luminal contour detection in intravascular ultrasound images

Abstract

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Keywords

ASJC Scopus subject areas

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