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Multigrid Nonlocal Gaussian Mixture Model for Segmentation of Brain Tissues in Magnetic Resonance Images

We propose a novel segmentation method based on regional and nonlocal information to overcome the impact of image intensity inhomogeneities and noise in human brain magnetic resonance images. With the consideration of the spatial distribution of different tissues in brain images, our method does not...

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Detalles Bibliográficos
Autores principales: Chen, Yunjie, Zhan, Tianming, Zhang, Ji, Wang, Hongyuan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5015012/
https://www.ncbi.nlm.nih.gov/pubmed/27648448
http://dx.doi.org/10.1155/2016/6727290