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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Bibliographic Details
Main Authors: Li, Hui-Ya, Hwang, Wen-Jyi, Chang, Chia-Yen
Format: Online
Language:English
Published: Molecular Diversity Preservation International (MDPI) 2011
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3231657/