A computational model for texture analysis in images with a reaction-diffusion based filter
Publish place: Journal of Mathematical Modeling، Vol: 9، Issue: 3
Publish Year: 1400
نوع سند: مقاله ژورنالی
زبان: English
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شناسه ملی سند علمی:
JR_JMMO-9-3_011
تاریخ نمایه سازی: 19 خرداد 1403
Abstract:
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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Authors
Hamid Lefraich
Laboratory (MISI), Faculty of Science and Technology, University Hassan first, Settat ۲۶۰۰۰, Morocco
Houda Fahim
Laboratory LAMAI, Faculty of Science and Technology, Cadi Ayyad University, Morocco
Mariam Zirhem
Laboratory LAMAI, Faculty of Science and Technology, Cadi Ayyad University, Morocco
Nour Eddine Alaa
Laboratory LAMAI, Faculty of Science and Technology, Cadi Ayyad University, Morocco