A new segmentation method of cerebral MRI images based on the fuzzy c-means   algorithm

Mohamed Zaki ABDERREZAK; Mouatez Billah CHIBANE; Karim MANSOUR

Makale detayları

A new segmentation method of cerebral MRI images based on the fuzzy c-means algorithm

Yazarlar:

Mohamed Zaki ABDERREZAK | Mouatez Billah CHIBANE | Karim MANSOUR

Yayıncı:

TUBITAK

Dergi:

Turkish Journal of Electrical Engineering and Computer Science 2017 Vol.25 Issue 4, pp.3215-3226

Belge Tipi:

Makale

Yayın Tarihi:

7/2017

Belge Dili:

Türkçe

Document ID (Org No.):

2000736225

Sıklık:

İki Aylık

eISSN:

1303-6203

pISSN:

1300-0632

Özet:

 

The aim of this work is to present a new method for   cerebral MRI image segmentation based on modification of the fuzzy c-means   (FCM) algorithm. We used local and nonlocal information distance in the   initial function of the robust FCM model. The obtained results of the   classification of MRI images showed the effectiveness of the suggested   model. Calculation of the similarity index confirms that our method is well   adapted to MRI images even in the presence of noise.

Makale detayları

A new segmentation method of cerebral MRI images based on the fuzzy c-means algorithm

Yazarlar: Mohamed Zaki ABDERREZAK | Mouatez Billah CHIBANE | Karim MANSOUR

Yayıncı: TUBITAK

Dergi: Turkish Journal of Electrical Engineering and Computer Science 2017 Vol.25 Issue 4, pp.3215-3226

Belge Tipi: Makale

Yayın Tarihi: 7/2017

Belge Dili: Türkçe

Document ID (Org No.): 2000736225

Sıklık: İki Aylık

eISSN: 1303-6203

pISSN: 1300-0632

Sayı

Yazarlar:

Mohamed Zaki ABDERREZAK | Mouatez Billah CHIBANE | Karim MANSOUR

Yayıncı:

TUBITAK

Dergi:

Turkish Journal of Electrical Engineering and Computer Science 2017 Vol.25 Issue 4, pp.3215-3226

Belge Tipi:

Makale

Yayın Tarihi:

7/2017

Belge Dili:

Türkçe

Document ID (Org No.):

2000736225

Sıklık:

İki Aylık

eISSN:

1303-6203

pISSN:

1300-0632