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A computational model for texture analysis in images with a reaction-diffusion based filter
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نویسنده
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hamid lefraich ,fahim houda ,zirhem mariam ,eddine alaa nour
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منبع
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journal of mathematical modeling - 2021 - دوره : 9 - شماره : 3 - صفحه:458 -500
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چکیده
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As one of the most important tasks in image processing, texture analysis is related to a class of mathematical models that characterize the spatial variations of an image. in this paper, in order to extract features of interest, we propose a reaction diffusion based model which uses the variational approach. in the first place, we describe the mathematical model, then, aiming to simulate the latter accurately, we suggest an efficient numerical scheme. thereafter, we compare our method to literature findings. finally, we conclude our analysis by a number of experimental results showing the robustness and the performance of our algorithm.
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کلیدواژه
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Reaction-diffusion system biomedical images texture analysis
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آدرس
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university hassan first, faculty of science and technology, laboratory (misi), Morocco, university hassan first, faculty of science and technology, laboratory (misi), Morocco, university hassan first, faculty of science and technology, laboratory (misi), Morocco, cadi ayyad university, faculty of science and technology, laboratory lamai, Morocco
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Authors
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