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- W2370892007 abstract "A new method for image noise reduction based on particle swarm optimization (PSO) and modified BP neural network is proposed.This method introduces BP neural network by utilizing hyperbolic tangent error function instead of mean square error function as its cost function,and then the modified BP neural network is optimized with PSO.The proposed method can minish the influence on the accuracy of BP neural network model which is controlled by image noise and avoid local infinitesimal obviously.Experimental results demonstrate that the proposed method can reduce Gaussian noise of images and preserve image details more effectively than traditional algorithms." @default.
- W2370892007 created "2016-06-24" @default.
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- W2370892007 date "2009-01-01" @default.
- W2370892007 modified "2023-09-24" @default.
- W2370892007 title "Image filtering based on modified BP neural network and PSO" @default.
- W2370892007 hasPublicationYear "2009" @default.
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