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A colour correction preprocessing method for multiview video coding

机译:一种用于多视点视频编码的色彩校正预处理方法

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In multiview video, a number of cameras capture the same scene from different viewpoints. There can be significant variations in the colour of views captured with different cameras, which negatively affects performance when the videos are compressed with inter-view prediction. In this paper, a method is proposed for correcting the colour of multiview video sets as a preprocessing step to compression. The corrected YUV values of a pixel are expressed as a weighted sum of the original YUV values. Disparity estimation is used to find matching points between a reference view and the view being corrected. A least squares regression is performed on these sets of matching points to find the optimal weight parameters that will make the current view most closely match the reference. Experimental results show that the proposed method produces colours that closely match the reference view. Furthermore, when multiview video is compressed with H.264 using inter-view prediction, the proposed method increases compression efficiency by up to 1.0 dB compared to compressing the original uncorrected video.
机译:在多视图视频中,许多摄像机从不同的视角捕获相同的场景。使用不同摄像机捕获的视图的颜色可能存在显着差异,当使用视图间预测对视频进行压缩时,这会对性能产生负面影响。本文提出了一种校正多视点视频集色彩的方法,作为压缩的预处理步骤。像素的校正后的YUV值表示为原始YUV值的加权和。视差估计用于查找参考视图和要校正的视图之间的匹配点。在这些匹配点集上执行最小二乘回归,以找到使当前视图与参考最接近的最佳权重参数。实验结果表明,该方法产生的颜色与参考视图非常接近。此外,当使用视图间预测以H.264压缩多视图视频时,与压缩原始未经校正的视频相比,该方法将压缩效率提高了1.0 dB。

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