Knowledge Discovery in Signal Processing and Multi-media Color Image Segmentation Using Adaptive Mean Shift and Statistical Model-Based Method

Abstract

This paper presents an automatic segmentation approach for natural images based on adaptive mean shift and a statistical model-based approach. We employ the adaptive mean shift to determine the number of modes in a mixture model and to detect their components each mixture mode. We consider the use of the EM algorithm, combined with mean field annealing… (More)
DOI: 10.1109/FSKD.2007.375

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