Performing an image compression by using the multilayer perceptron
Автор: Lyozin Ilya, Solovyov Alexey
Журнал: Известия Самарского научного центра Российской академии наук @izvestiya-ssc
Рубрика: Информатика, вычислительная техника и управление
Статья в выпуске: 4-4 т.18, 2016 года.
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The article describes an image compression automated by using the multilayer perceptron. It presents the algorithm of an image compression. Analysis of different structures shows the dependency of compression quality from the number of hidden layers and number of neurons. The article presents the research results of image compression and defines an optimal structure of the neural network for the compression problem.
Image compression, neural network, multilayer perceptron, "bottle-neck" architecture
Короткий адрес: https://sciup.org/148204767
IDR: 148204767
