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Efficient Fuzzy C-Means Architecture for Image Segmentation

This paper presents a novel VLSI architecture for image segmentation. The architecture is based on the fuzzy c-means algorithm with spatial constraint for reducing the misclassification rate. In the architecture, the usual iterative operations for updating the membership matrix and cluster centroid...

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Detalles Bibliográficos
Autores principales: Li, Hui-Ya, Hwang, Wen-Jyi, Chang, Chia-Yen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Molecular Diversity Preservation International (MDPI) 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3231657/
https://www.ncbi.nlm.nih.gov/pubmed/22163980
http://dx.doi.org/10.3390/s110706697