A Hierarchical Algorithm for Multiphase Texture Image Segmentation. (26th July 2012)
- Record Type:
- Journal Article
- Title:
- A Hierarchical Algorithm for Multiphase Texture Image Segmentation. (26th July 2012)
- Main Title:
- A Hierarchical Algorithm for Multiphase Texture Image Segmentation
- Authors:
- Zheng, Yalin
Chen, Ke - Other Names:
- Camps-Valls G. Academic Editor.
Guler I. Academic Editor.
Kok C.-W. Academic Editor. - Abstract:
- Abstract : Image segmentation is a fundamental task for many computer vision and image processing applications. There exist many useful and reliable models for two-phase segmentation. However, the multiphase segmentation is a more challenging problem than two phase segmentation, mainly due to strong dependence on initialization of solutions. In this paper we propose a reliable hierarchical algorithm for multiphase texture image segmentation by making full use of two-phase texture models in a fuzzy membership framework. Application of the new algorithm to the synthetic and real medical imaging data demonstrate more satisfactory results than existing algorithms.
- Is Part Of:
- ISRN signal processing. Volume 2012(2012)
- Journal:
- ISRN signal processing
- Issue:
- Volume 2012(2012)
- Issue Display:
- Volume 2012, Issue 2012 (2012)
- Year:
- 2012
- Volume:
- 2012
- Issue:
- 2012
- Issue Sort Value:
- 2012-2012-2012-0000
- Page Start:
- Page End:
- Publication Date:
- 2012-07-26
- Subjects:
- Signal processing -- Periodicals
Signal processing
Periodicals
621.3822 - Journal URLs:
- http://www.hindawi.com/isrn/signal.processing/ ↗
- DOI:
- 10.5402/2012/781653 ↗
- Languages:
- English
- ISSNs:
- 2090-5041
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library HMNTS - ELD Digital store
- Ingest File:
- 22690.xml