Unsupervised Color Image Segmentation Using Constrained Compound MRF Model with Bi-level Line Field

Abstract

In this paper, we propose an unsupervised color image segmentation scheme using homotopy continuation method and Compound Markov Random Field (CMRF) model with Bilevel Binary Line Fields. The scheme is specifically meant to preserve weak edges besides the well defined strong edges. The proposed scheme is recursive in nature where model parameter estimation… (More)

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