A Low-Complexity Interpolation Method for Single-Sensor Camera Imaging with White-RGB Color Filter Array

Xiangdong Chen, Liwen He, Jiaye Tang, Young-Sup Lee
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引用次数: 3

Abstract

In this paper, we present low complexity interpolation method for single-sensor camera imaging with White-RGB color filter array (CFA). By observing the fact that the conventional WRGB image reproduction methods are based on unreliable color decomposition of the white signal in the three primary colors Red, Green and Blue. A robust estimation method is proposed to separate the green signal from the white signal. According to their symmetrical distribution, in the meanwhile, to coincide the sensitivity of the white signal with that of green signals, the green value in white pixel position is refined by the spectral correlation of the neighboring color ratio. Since the green color is populated robustly, the other color (Red, Blue) channels can be reproduced by conventional de mosaicking methods. Experimental analysis of images revealed that our proposed algorithm provided superior performance in terms of both objective and subjective image quality compared to conventional White-RGB algorithms. Our implementation has very low complexity and is therefore well suited for real-time applications.
白- rgb彩色滤波器阵列单传感器相机成像的低复杂度插值方法
本文提出了一种低复杂度的白- rgb彩色滤波阵列(CFA)单传感器相机成像插值方法。观察到传统的WRGB图像再现方法是基于对红、绿、蓝三原色中的白色信号进行不可靠的颜色分解。提出了一种分离绿色信号和白色信号的鲁棒估计方法。根据它们的对称分布,同时为了使白色信号和绿色信号的灵敏度一致,利用相邻色比的光谱相关性对白色像素位置的绿色值进行细化。由于绿色被稳稳地填充,其他颜色(红色,蓝色)通道可以通过传统的镶嵌方法再现。图像实验分析表明,与传统的White-RGB算法相比,我们提出的算法在客观和主观图像质量方面都具有优越的性能。我们的实现具有非常低的复杂性,因此非常适合实时应用程序。
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