Cascade algorithm combined Kohonen feature map with fuzzy C-means applied in MR brain image segmentation

Chung Chih Lin; Jeng Ren Duann; Hui Cheng Cheng; Jyh Horng Chen

doi:10.1109/IEMBS.1996.652717

Cascade algorithm combined Kohonen feature map with fuzzy C-means applied in MR brain image segmentation

Chung Chih Lin^*, Jeng Ren Duann, Hui Cheng Cheng, Jyh Horng Chen

^*此作品的通信作者

教育研究所

研究成果: Conference article › 同行評審

摘要

In this study, a cascade algorithm combined Kohonen feature map with FCM was applied to segment the MR brain images. The method we proposed was proved has better performance than FCM method usually used in image segmentation researches. Because the algorithm is unsupervised, it can reduce the errors caused by intraobserver and interobserver estimation. In this paper, we also utilized the MR images acquired by PAIR protocol to verify the result of the image segmentation.

原文	English
頁（從 - 到）	1079-1080
頁數	2
期刊	Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings
卷	3
DOIs	https://doi.org/10.1109/IEMBS.1996.652717
出版狀態	Published - 1996
事件	Proceedings of the 1996 18th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. Part 4 (of 5) - Amsterdam, Neth 持續時間: 31 10月 1996 → 3 11月 1996

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10.1109/IEMBS.1996.652717

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title = "Cascade algorithm combined Kohonen feature map with fuzzy C-means applied in MR brain image segmentation",

abstract = "In this study, a cascade algorithm combined Kohonen feature map with FCM was applied to segment the MR brain images. The method we proposed was proved has better performance than FCM method usually used in image segmentation researches. Because the algorithm is unsupervised, it can reduce the errors caused by intraobserver and interobserver estimation. In this paper, we also utilized the MR images acquired by PAIR protocol to verify the result of the image segmentation.",

author = "Lin, {Chung Chih} and Duann, {Jeng Ren} and Cheng, {Hui Cheng} and Chen, {Jyh Horng}",

year = "1996",

doi = "10.1109/IEMBS.1996.652717",

language = "English",

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journal = "Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings",

issn = "0589-1019",

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note = "Proceedings of the 1996 18th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. Part 4 (of 5) ; Conference date: 31-10-1996 Through 03-11-1996",

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TY - JOUR

T1 - Cascade algorithm combined Kohonen feature map with fuzzy C-means applied in MR brain image segmentation

AU - Lin, Chung Chih

AU - Duann, Jeng Ren

AU - Cheng, Hui Cheng

AU - Chen, Jyh Horng

PY - 1996

Y1 - 1996

N2 - In this study, a cascade algorithm combined Kohonen feature map with FCM was applied to segment the MR brain images. The method we proposed was proved has better performance than FCM method usually used in image segmentation researches. Because the algorithm is unsupervised, it can reduce the errors caused by intraobserver and interobserver estimation. In this paper, we also utilized the MR images acquired by PAIR protocol to verify the result of the image segmentation.

AB - In this study, a cascade algorithm combined Kohonen feature map with FCM was applied to segment the MR brain images. The method we proposed was proved has better performance than FCM method usually used in image segmentation researches. Because the algorithm is unsupervised, it can reduce the errors caused by intraobserver and interobserver estimation. In this paper, we also utilized the MR images acquired by PAIR protocol to verify the result of the image segmentation.

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U2 - 10.1109/IEMBS.1996.652717

DO - 10.1109/IEMBS.1996.652717

M3 - Conference article

AN - SCOPUS:0030312442

SN - 0589-1019

VL - 3

SP - 1079

EP - 1080

JO - Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings

JF - Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings

T2 - Proceedings of the 1996 18th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. Part 4 (of 5)

Y2 - 31 October 1996 through 3 November 1996

ER -

Cascade algorithm combined Kohonen feature map with fuzzy C-means applied in MR brain image segmentation

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