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Adaptive Weighted Color Interpolation from Noisy Single Sensor Digital Camera Images

机译:嘈杂的单传感器数码相机图像的自适应加权色彩插值

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In this study, a novel adaptive edge preserving, edge directed interpolating technique is proposed for color reproduction from Bayer mosaic images along with a nonlinear filter is proposed for removing the impulse noise. In which, the noisy pixels are replaced with the suitable neighboring minimum difference pixel value. Depending on the sharpness of image, the adaptive weighting technique is introduced for interpolation. Experimental results show that the proposed method performs much better than other latest joint denoising and demosaicing techniques in terms of color peak signal to noise ratio.
机译:在这项研究中,提出了一种新颖的自适应边缘保留,边缘定向内插技术,用于从拜耳镶嵌图像中进行颜色再现,并提出了一种用于消除脉冲噪声的非线性滤波器。其中,将噪声像素替换为合适的相邻最小差异像素值。根据图像的清晰度,引入自适应加权技术进行插值。实验结果表明,该方法在色彩峰值信噪比方面比其他最新的联合去噪和去马赛克技术有更好的表现。

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