X-ray carpal-bone image boundary feature analysis using region statistical feature based level set method for skeletal age assessment application - Lower Silesian Digital Library

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X-ray carpal-bone image boundary feature analysis using region statistical feature based level set method for skeletal age assessment application

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Title: X-ray carpal-bone image boundary feature analysis using region statistical feature based level set method for skeletal age assessment application

Creator:

Lin, Pan ; Zheng, Chongxun ; Zhang, Feng ; Yang, Yong

Contributor:

Gaj, Miron. Redakcja ; Wilk, Ireneusz. Redakcja

Description:

Optica Applicata, Vol. 35, 2005, nr 2, s. 283-294

Abstrakt:

Skeletal age assessment is one of the important applications of hand radiography in the area of pediatric radiology. Feature analysis of the carpal-bones can reveal the important information for skeletal age assessment. The present work in this paper faces the problem of the detection of carpal -bone features from X-ray image. A novel and effective segmentation technique is presented in this work with carpal-bone image for skeletal age estimation. Carpal-bone segmentation is a critical operation of the automatic skeletal age assessment system. This method consists of two procedures. First, the original carpal-bone image is preprocessed via anisotropic diffusion filter. Then, the carpal-bone image is segmented by region based level set method. The basic idea of the region based level set method is to add a force that takes into account the information within the regions in order to add robustness and more efficiently separate homogeneous regions. Experiments are carried out on X-ray images of carpal-bone. The experimental results show that incorporating region statistical information into the level set method, an accurate and robust segmentation can be achieved.

Publisher:

Oficyna Wydawnicza Politechniki Wrocławskiej

Place of publication:

Date:

Resource Type:

Resource Identifier:

oai:dbc.wroc.pl:72600

Source:

<sygn. PWr A3481II> ; click here to follow the link ; click here to follow the link

Language:

Relation:

Optica Applicata ; Optica Applicata, Vol. 35, 2005 ; Optica Applicata, Vol. 35, 2005, nr 2 ; Politechnika Wrocławska. Wydział Podstawowych Problemów Techniki

Rights:

Wszystkie prawa zastrzeżone (Copyright)

Access Rights:

Dla wszystkich w zakresie dozwolonego użytku

Location:

Politechnika Wrocławska

Group publication title:

Optica Applicata

Subject and keywords:

optyka carpal-bone radiograph skeletal age (estimation) anisotropic diffusion filter level set method region statistical information

Object collections:

Last modified:

Aug 21, 2019

In our library since:

Aug 21, 2019

Number of object content hits:

88

All available object's versions:

https://dlibra.kdm.wcss.pl/publication/140681

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Optica Applicata

Edition name	Date
X-ray carpal-bone image boundary feature analysis using region statistical feature based level set method for skeletal age assessment application	Aug 21, 2019

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