Image Segmentation Based on Adaptive Cluster Prototype Estimation.

Image Segmentation Based on Adaptive Cluster Prototype Estimation.

An image segmentation algorithm based on adaptive fuzzy c-means (FCM) clustering is presented in this paper. In the conventional FCM clustering algorithm, cluster assignment is based solely on the distribution of pixel attributes in the feature space, and does not take into consideration the spatial...

Ausführliche Beschreibung

Bibliographische Detailangaben
Veröffentlicht in:IEEE Transactions on fuzzy systems 13, 4 (2005).
1. Verfasser: Liew, A.W.-C
Format: Artikel
Sprache:English
Schlagworte:
Adaptive cluster prototype estimation.
Adaptive fuzzy c-means clustering.
Color images.
Contextual information.
Image segmentation.
Inter-pixel correlation.
Spatial distribution.