Unambiguous interpolation rate estimation in uncompressed resized color digital images

Jesus Valera, N. García
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引用次数: 1

Abstract

A method is proposed for unambiguously determining the interpolation rate in uncompressed resized color images over a broad range of possible rates, thus overcoming the uncertainty exposed in previous papers. Information from the three RGB channels is combined to improve performance. Experimental results show high reliability in the posteriori probability of correct classification, yielding an average value of 81.7% and 90.3% in the case of images with a CFA type sensor. The proposed method is also used for the automatic detection of CFA traces with good results.
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非压缩调整大小彩色数字图像的无二义插值率估计
提出了一种在大范围内明确确定未压缩调整大小彩色图像内插率的方法,从而克服了以往文献中暴露的不确定性。来自三个RGB通道的信息被组合起来以提高性能。实验结果表明,CFA类型传感器图像的后验正确分类概率具有较高的可靠性,平均为81.7%,平均为90.3%。该方法也被用于CFA轨迹的自动检测,取得了良好的效果。
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