A New Contiguity-Constrained Agglomerative Hierarchical Clustering Algorithm For Image Segmentation

Eduardo R. Concepcion Morales,Yosu Yurramendi Mendizabal

CAEPIA'09: Proceedings of the Current topics in artificial intelligence, and 13th conference on Spanish association for artificial intelligence（2010）

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摘要

This paper introduces a new constrained hierarchical agglomerative algorithm with an aggregation index which uses neighbouring relations present in the data. Experiments show the behaviour of the proposed contiguity-constrained agglomerative hierarchical algorithm in the case of medical image segmentation.

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关键词

contiguity-constrained clustering methods,agglomerative hierarchical classification,image segmentation

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