HSV色空間に基づくAnimeGAN改良の提案

DOI 機関リポジトリ (HANDLE)

書誌事項

タイトル別名
  • Proposal for AnimeGAN improvement based on HSV color space

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説明

In this paper, we propose a method to improve the discoloration problem of the model AnimeGAN that transforms a real photo into an anime style, and to maintain the color of the original image based on the HSV color space. In the HSV color space, the three components are independent of each other, so the hue can be maintained as it is. In addition, natural saturation is introduced to give an animation-like color. Natural saturation is different from normal saturation, and it is adjusted only in areas where the saturation is relatively low. Avoiding unnatural images. In the verification experiment, the same dataset as the AnimeGAN model is used and compared. From the experimental results, the discoloration problem of AnimeGAN was repaired, and the HSV-based AnimeGAN was able to maintain the color of the original image. and it can generate more animation-like images.

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詳細情報 詳細情報について

  • CRID
    1390011540582394496
  • DOI
    10.15002/00025375
  • HANDLE
    10114/00025375
  • ISSN
    24368083
  • 本文言語コード
    ja
  • 資料種別
    departmental bulletin paper
  • データソース種別
    • JaLC
    • IRDB
  • 抄録ライセンスフラグ
    使用可

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