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Research on image detail enhancement of cultural and creative product packaging design based on improved guided filtering

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  • Jin Yan

Abstract

In order to avoid image distortion caused by excessive processing during image detail enhancement, an image detail enhancement method for cultural and creative product packaging design based on improved guided filtering was proposed. Obtain the packaging design image of cultural and creative products, use the improved non-local mean filtering algorithm to denoise the image, and repair the bad points in the image to protect important details. The multi-scale guidance filter is introduced to improve the guidance filter, and the multi-scale guidance filter is used to enhance the details of the modified image. The experimental results show that the minimum peak signal-to-noise ratio of the image enhanced by this method can reach 53.2 db, with the entropy value 0.94 and the minimum average contrast of the image can reach 0.85, indicating that the image processed by this method has high quality and high detail retention rate.

Suggested Citation

  • Jin Yan, 2025. "Research on image detail enhancement of cultural and creative product packaging design based on improved guided filtering," International Journal of Product Development, Inderscience Enterprises Ltd, vol. 29(1), pages 17-34.
    • Handle: RePEc:ids:ijpdev:v:29:y:2025:i:1:p:17-34
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