Stability Analysis of Smooth Positive Fuzzy Systems

Sadjadi, Ebrahim Navid; Menhaj, Mohammad Bagher; Zadeh, Danial Sadrian; Moshiri, Behzad

doi:10.1109/ccece47787.2020.9255694

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Smooth Fuzzy Models1

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Cited by 5 publications

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“…For more details on such calculations, interested readers are referred to [23][24][25][26][27][28][29][30][31][32].…”

Section: Smooth Fuzzy Modelsmentioning

confidence: 99%

Application of Smooth Fuzzy Model in Image Denoising and Edge Detection

et al. 2022

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In this paper, the bounded variation property of fuzzy models with smooth compositions have been studied, and they have been compared with the standard fuzzy composition (e.g., min--max). Moreover, the contribution of the bounded variation of the smooth fuzzy model for the noise removal and edge preservation of the digital images has been investigated. Different simulations on the test images have been employed to verify the results. The performance index related to the detected edges of the smooth fuzzy models in the presence of both Gaussian and Impulse (also known as salt-and-pepper noise) noises of different densities has been found to be higher than the standard well-known fuzzy models (e.g., min--max composition), which demonstrates the efficiency of smooth compositions in comparison to the standard composition.

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“…For more details on such calculations, interested readers are referred to [23][24][25][26][27][28][29][30][31][32].…”

Section: Smooth Fuzzy Modelsmentioning

confidence: 99%