A New Framework of Multiphase Segmentation and Its Application to Partial Volume Segmentation
Joint Authors
Chen, Fuhua
Tagare, Hemant D.
Chen, Yunmei
Source
Applied Computational Intelligence and Soft Computing
Issue
Vol. 2011, Issue 2011 (31 Dec. 2011), pp.1-11, 11 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2011-04-26
Country of Publication
Egypt
No. of Pages
11
Main Subjects
Information Technology and Computer Science
Abstract EN
We proposed a novel framework of multiphase segmentation based on stochastic theory and phase transition theory.
Our main contribution lies in the introduction of a constructed function so that its composition with phase function forms membership functions.
In this way, it saves memory space and also avoids the general simplex constraint problem for soft segmentations.
The framework is then applied to partial volume segmentation.
Although the partial volume segmentation in this paper is focused on brain MR image, the proposed framework can be applied to any segmentation containing partial volume caused by limited resolution and overlapping.
American Psychological Association (APA)
Chen, Fuhua& Chen, Yunmei& Tagare, Hemant D.. 2011. A New Framework of Multiphase Segmentation and Its Application to Partial Volume Segmentation. Applied Computational Intelligence and Soft Computing،Vol. 2011, no. 2011, pp.1-11.
https://search.emarefa.net/detail/BIM-497999
Modern Language Association (MLA)
Chen, Fuhua…[et al.]. A New Framework of Multiphase Segmentation and Its Application to Partial Volume Segmentation. Applied Computational Intelligence and Soft Computing No. 2011 (2011), pp.1-11.
https://search.emarefa.net/detail/BIM-497999
American Medical Association (AMA)
Chen, Fuhua& Chen, Yunmei& Tagare, Hemant D.. A New Framework of Multiphase Segmentation and Its Application to Partial Volume Segmentation. Applied Computational Intelligence and Soft Computing. 2011. Vol. 2011, no. 2011, pp.1-11.
https://search.emarefa.net/detail/BIM-497999
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-497999