Browsing Electrical and Computer Engineering by Author "Ndili, Unoma"
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Coding Theoretic Approach to Image Segmentation
Ndili, Unoma (2001-05-20)Using a coding theoretic approach, we achieve unsupervised image segmentation by implementing Rissanen's concept of Minimum Description Length for estimating piecewise homogeneous regions in images. MDL offers a mathematical ... -
Coding Theoretic Approach to Image Segmentation
Ndili, Unoma; Nowak, Robert David; Figueiredo, Mario (2001-10-20)In this paper, using a coding theoretic approach, we implement Rissanen's concept of minimum description length (MDL) for segmenting an image into piecewise homogeneous regions. Our image model is a Gaussian random field ...