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Chroma-preserved luma controlling technique using YCbCr color space

机译:使用YCbCr色彩空间的色度保持亮度控制技术

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YCbCr color space composed of luma and chominance components is preferred for its ease of image processing. However the non-orthogonality between YCbCr components induces unwanted perceived chroma change as controlling luma values. In this study, a new method was designed for the unwanted chroma change compensation generated by luma change. For six different YCC_hue angles, data points named 'Original data' generated with uniformly distributed luma and Cb, Cr values. Then the weight values were applied to luma values of 'Original data' set resulting in 'Test data' set followed by 'new YCC_chroma' calculation having miminum CIECAM02 ΔC between original and test data for 'Test data' set. Finally mathematical model is developed to predict amount of YCCchroma values to compensate CIECAM02 chroma changes. This model implemented for luma controlling algorithm having constant perceived chroma. The performance was tested numerically using data points and images. After compensation the result is improved 51.69% than that before compensation when CIECAM02 ΔC between 'Original data' and 'Test data' after compensation is compared. When new model is applied to test images, there is 32.03% improvement.
机译:由亮度和色度成分组成的YCbCr色彩空间是首选,因为它易于进行图像处理。但是,YCbCr组分之间的非正交性会引起不希望的色度变化,从而控制亮度值。在这项研究中,设计了一种新方法,用于补偿因亮度变化而产生的不想要的色度变化补偿。对于六个不同的YCC_hue角,将生成具有均匀分布的亮度和Cb,Cr值的名为“原始数据”的数据点。然后,将权重值应用于“原始数据”集的亮度值,生成“测试数据”集,然后进行“新YCC_chroma”计算,在“测试数据”集的原始数据和测试数据之间具有最小的CIECAM02ΔC。最后,开发了数学模型来预测YCCchroma值的数量,以补偿CIECAM02 chroma的变化。该模型是为具有恒定感知色度的亮度控制算法实现的。使用数据点和图像对性能进行了数字测试。与补偿后的“原始数据”和“测试数据”之间的CIECAM02ΔC进行比较后,补偿后的结果比补偿前提高了51.69%。当将新模型应用于测试图像时,可以提高32.03%。

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