Wavelet Transform-Based Photorealistic Style Transfer Using Optimal Transport 


Vol. 46,  No. 9, pp. 1470-1476, Sep.  2021
10.7840/kics.2021.46.9.1470


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  Abstract

Style transfer is the process of changing the style of a content image to the style of a style image while maintaining its spatial information. Conventional studies include the Gram matrix or the instance normalization so that the second-order statistics are the same. This paper applies a more generalized method based on the optimal transport to the wavelet transform in order to improve the style conversion performance for photorealistic style transfer that creates images similar to photos.

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  Cite this article

[IEEE Style]

G. Bae and D. Park, "Wavelet Transform-Based Photorealistic Style Transfer Using Optimal Transport," The Journal of Korean Institute of Communications and Information Sciences, vol. 46, no. 9, pp. 1470-1476, 2021. DOI: 10.7840/kics.2021.46.9.1470.

[ACM Style]

Gyeongmin Bae and Daeyoung Park. 2021. Wavelet Transform-Based Photorealistic Style Transfer Using Optimal Transport. The Journal of Korean Institute of Communications and Information Sciences, 46, 9, (2021), 1470-1476. DOI: 10.7840/kics.2021.46.9.1470.

[KICS Style]

Gyeongmin Bae and Daeyoung Park, "Wavelet Transform-Based Photorealistic Style Transfer Using Optimal Transport," The Journal of Korean Institute of Communications and Information Sciences, vol. 46, no. 9, pp. 1470-1476, 9. 2021. (https://doi.org/10.7840/kics.2021.46.9.1470)

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pISSN : 1226 - 4717
eISSN : 2287 - 3880