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中国图象图形学报 2010
An Image Interpolation Algorithm for Singlechip CCD Image Sensors
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Abstract:
Due to the physical structure of a single-chip CCD image sensor, there is only a single color component at each pixel position. To recover the full color images, an image interpolation or de-mosaicking is required to reconstruct the other two color components. In this paper, a novel image interpolation algorithm in the color difference space is proposed. By using the ratio linearity property of local color and the local covariance, the optimal MMSE interpolation coefficients are obtained. These coefficients can preserve the edge details of the interpolated images.The interpolation in the color difference space takes into account the correlations between color components, so that the edge blurring and color distortion can be dramatically reduced. Compared with some of the state-of-the-art methods, experiment results demonstrate that the interpolated images using the proposed algorithm are of good quality.