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Fractal based textures can be extracted from digitized images by a variety of ways.Many of these features are used in the problem of texture classification and result in good prediction accuracy.In this work I extract fractal based features by three ways including a novel way to encode the process when calculating the fractal dimension.Then I used support vector machines to do supervised learning and classification using these features,.

Fractals

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fractals

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Fractal based textures can be extracted from digitized images by a variety of ways.Many of these features are used in the problem of texture classification and result in good prediction accuracy.In this work I extract fractal based features by three ways including a novel way to encode the process when calculating the fractal dimension.Then I used support vector machines to do supervised learning and classification using these features,.