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In this work, we propose a novel set of fractal descriptors extracted from gray-level texture images using Bouligand–Minkowski method. To accomplish that, we first convert the texture image into a surface, where the z-axis is the intensity value associated to a pixel in the image. Then, we use a sphere of radius r to dilate this surface. However, instead of using only the influence volume information...
Identification of diseases based on processing and analysis of medical images is of great importance for medical doctors to assist them in their decision making. In this work, a new feature extraction method based on human tissue density patterns, named Analysis of Human Tissue Densities (AHTD) is presented. The proposed method uses radiological densities of human tissues in Hounsfield Units to tackle...
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