Abstract
The heterogeneous texture classifications with the complexity of structures provide variety of possibilities in image processing, as an example of the multifractal analysis features. The task of texture analysis is a highly significant field of study in the field of machine vision. Most of the real-life surfaces exhibit textures and an efficiently modelled vision system must have the ability to deal with this variety of surfaces. A considerable number of surfaces maintain a self-similarity quality as well as statistical roughness at different scales. Fractals could provide a great deal of advantages; also, they are popular in the process of modelling these properties in the tasks related to the field of image processing. With two distinct methods, this paper presents classification of texture using random box counting and binarization methods calculate the estimation measures of the fractal dimension BCM. There methods are the banalization and random selecting boxes. The classification of the white blood cells is presented in this paper based on the texture if it is normal or abnormal with the use of a number of various methods.
Highlights
There are number of choices that the multifractal analysis in image processing has provided
In the approach of random box counting of fractal measures, the value of the fractal dimension of one image texture could differ when the procedure is done over on the texture of the image based on the chosen boxes
In sliding technique from binarization method, by trying from 8 to 12 slides for texture image, we found that sliding image to 10 slides get a better recognition rate
Summary
There are number of choices that the multifractal analysis in image processing has provided. The related cells for this line become oblasts of lymph and afterwards become lymphocytes that a kind of white blood cells, termed as leukocytes too Those cells have a significant impact in resisting infections and getting rid of anomalous cells [13]. Leukemia is the cancer of blood cells which happens as a result of a rises number of white blood cells Those cells push away the red blood cells and platelets that are necessary for the body in order to stay well. These excessive numbers of white blood cells do not properly operate, resulting in serious health issues. In this case it could get more serious in a very short time
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