Highly effective iterative demosaicing using weighted-edge and color-difference interpolations

Chung Yen Su*


研究成果: 雜誌貢獻期刊論文同行評審

49 引文 斯高帕斯(Scopus)


Demosaicing is a process of obtaining a fullcolor image by interpolating the missing colors of an image captured from a single sensor color filter array. This paper provides an effective and low-complexity iterative demosaicing algorithm applying a weighted-edge interpolation to handle green pixels followed by a series of color-difference interpolation to update red, blue, and green pixels. Based on our experiments of images, we enable the algorithm a well-designed stopping condition and predetermine the proper weights of interpolation. Experimental results show that the proposed method performs much better than three state-of-the-art demosaicing techniques in terms of both computational cost and image quality. In comparison to the algorithm of successive approximation, the algorithm proposed here reduces mean squared error up to 14.5% while requiring computational cost only 22% on average. That is, it takes less time but performs better.

頁(從 - 到)639-645
期刊IEEE Transactions on Consumer Electronics
出版狀態已發佈 - 2006 5月

ASJC Scopus subject areas

  • 媒體技術
  • 電氣與電子工程


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