基于色温估计的自动白平衡算法研究
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TP391.41

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国家自然科学基金资助项目(61036004,60976030)


Auto white balance algorithm based on color-temperature estimation
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    摘要:

    为了解决现有灰度世界算法在拍摄大面积色块时的失效问题,提出一种在RGB色度空间的基于色温估计的自动白平衡算法。首先确定不同的光源在R/G-B/G空间中的分布规律;然后根据图像中像素原始数据R/G、B/G的值确定光源信息,得到相应R、G和B增益值;最终实现白平衡调整。实验结果表明,在图形颜色信息比较丰富时,算法处理结果较灰度世界算法有一定程度的改善,图像的色调平均值减小了19.2%;当图像中存在大面积色块时,图像的色调平均值减小了42.8%,有效地避免了灰度世界的算法失效问题;与在其它色度空间的处理相比,结果也有一定改善,并消除了色度空间之间转换带来的误差;利用原始数据处理,将处理数据量减小为原来的1/8;算法实现简单、硬件消耗小,符合实际应用要求。

    Abstract:

    In order to settle the failure of the gray world algorithm when the image is occupied by one or two main color blocks,an auto white balance algorithm based on color-temperature estimation is applied in this paper,which is processed in the RGB domain.The R/G and B/G distributions of different light resources have to be researched as the groundwork.During the adjustment,the light resource of the current image is estimated based on the pixels′ raw R/G and B/G firstly,and then R,G,B gain can be calculated;finally the whole image is adjusted according to the elicited gain.The experiment result shows that when the image color is abundance,the color temperature estimation based algorithm outperforms gray world algorithm to some extent,and the average hue of the image is reduced by 19.2%.When the image is occupied by a few main color blocks,the average hue of the image is reduced by 42.8%,and the failure that the gray world algorithm faced is avoided effectively.Compared with the processing in other color domains,the result of this algorithm is better,and the precision error introduced by the changing between the color domains is eliminated.As the raw data is used,the number of the data to be processed is reduced to 1/8 of the previous.This algorithm is easy to implement,the hardware consumption is small,and it can meets the requirement of practical applications well.

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王敏,李斌桥,徐江涛.基于色温估计的自动白平衡算法研究[J].光电子激光,2011,(12):1872~1875

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