The automatic colorization by using the Bayesian inference

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  • KOIZUMI Shinya
    Faculty of Software and Information Science, Iwate Prefectural University

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Other Title
  • カラリゼーションの自動化におけるベイズ推定の適用(映像表現&コンピュータグラフィックス)
  • カラリゼーションの自動化におけるベイズ推定の適用
  • カラリゼーション ノ ジドウカ ニ オケル ベイズ スイテイ ノ テキヨウ

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Description

Colorization is a rapidly advanced computerized process that adds color to a monochrome image and a black and white movie efficiently. Since the colorization is an ill-posed problem, most of the conventional colorization techniques have been realized by giving partial color information. However, the colorized results depend on the color information given by a user subjectively, and training becomes necessary to obtain better results. In this paper, the author tries to colorize automatically by using the Bayesian inference.

Journal

  • ITE Technical Report

    ITE Technical Report 32.34 (0), 9-12, 2008

    The Institute of Image Information and Television Engineers

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