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A face clustering method based on facial shapes is proposed in this paper. In order to improve image retrieval efficiency in large database, a modified ISODATA clustering method is used to categorize faces into different classes using facial shape features. Firstly, face images are clustered into 7 classes according to face contour; secondly, in each face contour class, facial shape features including...
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