論文

査読有り
2020年1月

Unglossy to Glossy Image Conversion Using Deep Photo Style Transfer

JOURNAL OF IMAGING SCIENCE AND TECHNOLOGY
  • Kensuke Fukumoto
  • ,
  • Junki Yoshii
  • ,
  • Yuto Hirasawa
  • ,
  • Takashi Yamazoe
  • ,
  • Shoji Yamamoto
  • ,
  • Norimichi Tsumura

64
1
記述言語
英語
掲載種別
研究論文(学術雑誌)
DOI
10.2352/J.ImagingSci.Technol.2020.64.1.010506
出版者・発行元
I S & T-SOC IMAGING SCIENCE TECHNOLOGY

In this paper, we propose a method of image conversion that changes unglossy images into glossy ones using deep photo style transfer. This style of transfer is expected to reproduce the desired image with a metallic appearance based on the technique used for texture transfer. A practical challenge was undertaken to create a gold, metallic image by transferring the style images of a gold ingot. To avoid excessive loss of color balance, we applied the YCrCb separation technique and used only the Y component to reproduce a glossy appearance. The luminance and saturation of the style image were altered to investigate the influence on the convergence of appearance because the converted images should be dependent on the contents of the images. The results of transfer were assessed by subjective evaluation using the semantic differential method. A style image with an appropriate amount of change in contrast was found suitable for an appropriate glossy appearance. Moreover, contrast in the style image can be appropriately chosen depending on the contents of the original images. (C) 2020 Society for Imaging Science and Technology.


リンク情報
DOI
https://doi.org/10.2352/J.ImagingSci.Technol.2020.64.1.010506
Web of Science
https://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=JSTA_CEL&SrcApp=J_Gate_JST&DestLinkType=FullRecord&KeyUT=WOS:000518860500007&DestApp=WOS_CPL

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