Demosaicing of color images using pixel level data-dependent triangulation

Dan Su, P. Willis
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引用次数: 33

Abstract

Single-chip digital cameras use an array of broad-spectrum charge-coupled devices (CCD) overlayed with a color filter array. The filter layer consists of transparent patches of red, green and blue, such that each CCD pixel captures one of these primary colors. To reconstruct a color image at the full CCD resolution, the 'missing' primary values have to be interpolated from nearby samples. We present an effective color interpolation using a simple pixel level data-dependent triangulation. This interpolation technique is applied to the commonly-used Bayer colour filter array pattern. Results show that the proposed method gives superior reconstruction quality, with smaller visual defects than other methods. Furthermore, the complexity and efficiency of the proposed method is very close to simple bilinear interpolation, making it easy to implement and fast to run.
使用像素级数据相关三角剖分的彩色图像去马赛克
单片数码相机使用一组广谱电荷耦合器件(CCD)与彩色滤光片阵列叠加。滤光片层由红、绿、蓝三种透明色块组成,这样每个CCD像素就能捕获其中一种原色。为了在全CCD分辨率下重建彩色图像,必须从附近的样本中插值“缺失”的原始值。我们提出了一个有效的颜色插值使用一个简单的像素级数据依赖三角剖分。该插值技术应用于常用的拜耳彩色滤光片阵列图案。结果表明,该方法具有较好的重建质量,且视觉缺陷较小。此外,该方法的复杂度和效率非常接近于简单的双线性插值,易于实现,运行速度快。
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