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      Retracted: The Application of Pattern Recognition System in Design Field Based on Aesthetic Principles

      retraction
      Computational Intelligence and Neuroscience
      Hindawi

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          The Application of Pattern Recognition System in Design Field Based on Aesthetic Principles

          The design system based on aesthetic principles is the most representative in the field of design and has a certain significance for the research and construction of design aesthetics and the development of design education. Therefore, this paper studies the application of pattern recognition system in the field of design based on aesthetic principles and designs a new type of aesthetic principle design system based on pattern recognition in computer vision. This paper proposes pattern similarity measurement and image preprocessing technology to improve the traditional aesthetic principle design system through pattern recognition and then further refine the research of the whole system through histogram equalization and gamma correction. Finally, the MNIST dataset experiment is used to verify the effect of multicolumn convolutional neural network pattern recognition on the aesthetic principle design system. The questionnaire survey experiment in this article and the traditional comparative experiment show that 76% of the public are very satisfied with this design system based on the aesthetic principles of pattern recognition in computer vision. Also, the improved aesthetic principle system scores as high as 90–95 points.
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            Author and article information

            Contributors
            Journal
            Comput Intell Neurosci
            Comput Intell Neurosci
            cin
            Computational Intelligence and Neuroscience
            Hindawi
            1687-5265
            1687-5273
            2023
            26 July 2023
            26 July 2023
            : 2023
            : 9845467
            Affiliations
            Article
            10.1155/2023/9845467
            10396450
            0eaf03c0-3aa1-49b3-ab5c-5bd161b59387
            Copyright © 2023 Computational Intelligence and Neuroscience.

            This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

            History
            : 25 July 2023
            : 25 July 2023
            Categories
            Retraction

            Neurosciences
            Neurosciences

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