Test of a new lacunarity estimation method for image texture analysis

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Abstract:

Based on a differential box counting method and a gliding-box algorithm, a new method for estimating the lacunarity of grey scale digital image surfaces is introduced, and directionality of lacunarity defined. To test the performance of the new lacunarity measure, a Brodatz texture image mosaic is employed and several other texture analysis approaches are also applied to the texture mosaic. Quantitative comparison shows that the new lacunarity estimation method for grey-scale images can provide more accurate texture measurements than some existing lacunarity measures, the grey level co-occurrence matrix based texture measures, the Min-Max operator, and the fractal dimension.

Document Type: Research Article

DOI: http://dx.doi.org/10.1080/014311600750019985

Affiliations: Department of Geology, University of New Brunswick, Fredericton, N.B., Canada E3B 5A3

Publication date: November 20, 2000

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