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Image denoising model based on improved fractional calculus mathematical equation

 y    | 15 jul 2022

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Aiming at the problems of image edge blur and detail loss in most image denoising models, an image denoising model based on improved fractional calculus is proposed. Through the classification of image noise, the integer order PDE model is discussed. Based on the mathematical theory of fractional calculus, the fractional PDE model is discussed. The model is improved by combining texture detection operator, gray value detection operator, smoothing factor and fast algorithm. The simulation experiment of the model is carried out based on MATLAB simulation platform. The results show that the improved model is significantly better than other comparison models in image denoising effect, and the operation efficiency is higher.

eISSN:
2444-8656
Idioma:
Inglés
Calendario de la edición:
2 veces al año
Temas de la revista:
Ciencias de la vida, otros, Matemáticas, Matemáticas aplicadas, Matemáticas generales, Física