An overview of image segmentation techniques

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Authors

Fabris-Rotelli, Inger Nicolette
Greeff, J.F.

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Publisher

South African Statistical Association

Abstract

We present an overview of some image segmentation techniques, employed to extract regions of interest. Examples, with comparisons, are presented for Iterative Selection, Balanced Histogram, Otsu’s method, Wellner algorithm, Integral Image algorithm, Gaussian mixtures and Iterated Conditional Modes.

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Keywords

Image segmentation techniques

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Citation

Fabris-Rotelli, IN & Greeff, J-F 2012, 'An overview of image segmentation techniques', South African Statistical Journal, no. sp 1, pp. 34-41.