An Interactive Method Based on the Live Wire for Segmentation of the Breast in Mammography Images
Joint Authors
Zewei, Zhang
Li, Guo
Lu, Xu
Tingting, Wang
Tianyue, Wang
Source
Computational and Mathematical Methods in Medicine
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-9, 9 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-06-15
Country of Publication
Egypt
No. of Pages
9
Main Subjects
Abstract EN
In order to improve accuracy of computer-aided diagnosis of breast lumps, the authors introduce an improved interactive segmentation method based on Live Wire.
This paper presents the Gabor filters and FCM clustering algorithm is introduced to the Live Wire cost function definition.
According to the image FCM analysis for image edge enhancement, we eliminate the interference of weak edge and access external features clear segmentation results of breast lumps through improving Live Wire on two cases of breast segmentation data.
Compared with the traditional method of image segmentation, experimental results show that the method achieves more accurate segmentation of breast lumps and provides more accurate objective basis on quantitative and qualitative analysis of breast lumps.
American Psychological Association (APA)
Zewei, Zhang& Tianyue, Wang& Li, Guo& Tingting, Wang& Lu, Xu. 2014. An Interactive Method Based on the Live Wire for Segmentation of the Breast in Mammography Images. Computational and Mathematical Methods in Medicine،Vol. 2014, no. 2014, pp.1-9.
https://search.emarefa.net/detail/BIM-511129
Modern Language Association (MLA)
Zewei, Zhang…[et al.]. An Interactive Method Based on the Live Wire for Segmentation of the Breast in Mammography Images. Computational and Mathematical Methods in Medicine No. 2014 (2014), pp.1-9.
https://search.emarefa.net/detail/BIM-511129
American Medical Association (AMA)
Zewei, Zhang& Tianyue, Wang& Li, Guo& Tingting, Wang& Lu, Xu. An Interactive Method Based on the Live Wire for Segmentation of the Breast in Mammography Images. Computational and Mathematical Methods in Medicine. 2014. Vol. 2014, no. 2014, pp.1-9.
https://search.emarefa.net/detail/BIM-511129
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-511129