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- W1585469206 abstract "In this work, artificial neural networks are used to clean and enhance scanned images for a handwritten recognition task. Multilayer perceptrons are trained in a supervised way using a set of simulated noisy images together with the corresponding clean images for the desired output. The neural network acquires the function of a desired enhancing method. The performance of this method has been evaluated for both noisy artificial and natural images. Objective and subjective methods of evaluation have shown a superior performance of the proposed method over other conventional enhancing and cleaning filters." @default.
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- W1585469206 date "2005-01-01" @default.
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- W1585469206 title "Enhancement and Cleaning of Handwritten Data by Using Neural Networks" @default.
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- W1585469206 doi "https://doi.org/10.1007/11492429_46" @default.
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