Presentation 2006-11-13
Chest MR Image Segmentation Using a Level Set Method Based on Discriminant Criteria
Takeshi ZAMA, Yew KURABAYASHI, Hiroyuki YASHIMA,
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Abstract(in English) In this report, we propose a segmentation method for chest MR image with weak edges. The proposed method is based on Fisher's discriminant analysis and level set method. We regard the contour of objects as the boundary separating regions optimally. We define speed function of level set method using discriminant criteria of discriminant analysis. Introducing a threshold which maximizes criteria into speed function, we determine the boundary of weak edges.
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Keyword(in English) Level Set Method / Segmentation / Discriminant analysis / MR Image / Lung
Paper # MI2006-78
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Committee MI
Conference Date 2006/11/6(1days)
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Registration To Medical Imaging (MI)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Chest MR Image Segmentation Using a Level Set Method Based on Discriminant Criteria
Sub Title (in English)
Keyword(1) Level Set Method
Keyword(2) Segmentation
Keyword(3) Discriminant analysis
Keyword(4) MR Image
Keyword(5) Lung
1st Author's Name Takeshi ZAMA
1st Author's Affiliation Faculty of Engineering, Tokyo University of Science()
2nd Author's Name Yew KURABAYASHI
2nd Author's Affiliation Faculty of Engineering, Tokyo University of Science
3rd Author's Name Hiroyuki YASHIMA
3rd Author's Affiliation Faculty of Engineering, Tokyo University of Science
Date 2006-11-13
Paper # MI2006-78
Volume (vol) vol.106
Number (no) 343
Page pp.pp.-
#Pages 5
Date of Issue