Cargando…
An Interactive Method Based on the Live Wire for Segmentation of the Breast in Mammography Images
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...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi Publishing Corporation
2014
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4082883/ https://www.ncbi.nlm.nih.gov/pubmed/25024740 http://dx.doi.org/10.1155/2014/954148 |
_version_ | 1782324303472099328 |
---|---|
author | Zewei, Zhang Tianyue, Wang Li, Guo Tingting, Wang Lu, Xu |
author_facet | Zewei, Zhang Tianyue, Wang Li, Guo Tingting, Wang Lu, Xu |
author_sort | Zewei, Zhang |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-4082883 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
spelling | pubmed-40828832014-07-14 An Interactive Method Based on the Live Wire for Segmentation of the Breast in Mammography Images Zewei, Zhang Tianyue, Wang Li, Guo Tingting, Wang Lu, Xu Comput Math Methods Med Research Article 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. Hindawi Publishing Corporation 2014 2014-06-15 /pmc/articles/PMC4082883/ /pubmed/25024740 http://dx.doi.org/10.1155/2014/954148 Text en Copyright © 2014 Zhang Zewei et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article 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 |
title | An Interactive Method Based on the Live Wire for Segmentation of the Breast in Mammography Images |
title_full | An Interactive Method Based on the Live Wire for Segmentation of the Breast in Mammography Images |
title_fullStr | An Interactive Method Based on the Live Wire for Segmentation of the Breast in Mammography Images |
title_full_unstemmed | An Interactive Method Based on the Live Wire for Segmentation of the Breast in Mammography Images |
title_short | An Interactive Method Based on the Live Wire for Segmentation of the Breast in Mammography Images |
title_sort | interactive method based on the live wire for segmentation of the breast in mammography images |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4082883/ https://www.ncbi.nlm.nih.gov/pubmed/25024740 http://dx.doi.org/10.1155/2014/954148 |
work_keys_str_mv | AT zeweizhang aninteractivemethodbasedonthelivewireforsegmentationofthebreastinmammographyimages AT tianyuewang aninteractivemethodbasedonthelivewireforsegmentationofthebreastinmammographyimages AT liguo aninteractivemethodbasedonthelivewireforsegmentationofthebreastinmammographyimages AT tingtingwang aninteractivemethodbasedonthelivewireforsegmentationofthebreastinmammographyimages AT luxu aninteractivemethodbasedonthelivewireforsegmentationofthebreastinmammographyimages AT zeweizhang interactivemethodbasedonthelivewireforsegmentationofthebreastinmammographyimages AT tianyuewang interactivemethodbasedonthelivewireforsegmentationofthebreastinmammographyimages AT liguo interactivemethodbasedonthelivewireforsegmentationofthebreastinmammographyimages AT tingtingwang interactivemethodbasedonthelivewireforsegmentationofthebreastinmammographyimages AT luxu interactivemethodbasedonthelivewireforsegmentationofthebreastinmammographyimages |