脱模
双线性插值
彩色滤光片阵列
拜尔滤镜
计算机视觉
人工智能
RGB颜色模型
彩色图像
双三次插值
计算机科学
阶梯插值
算法
像素
数学
图像处理
样条插值
图像(数学)
彩色凝胶
有机化学
化学
薄膜晶体管
图层(电子)
作者
K. Sudha Rani,W. Jino Hans
出处
期刊:International Conference on Communication and Signal Processing
日期:2013-04-01
被引量:12
标识
DOI:10.1109/iccsp.2013.6577178
摘要
Color Filter Array (CFA) is a mosaic of tiny color filters placed over the pixels of an image sensor to capture information. The most common filter is Bayer's filter. A Bayer filter arranges RGB color filters on a square grid of photo sensors. The color filters is used in single chip image sensors which is used in digital cameras, camcorders and scanners to create a color image. Digital still cameras (DSC) are widely used nowadays and it has a single chip CCD image sensor in order to reduce the cost. These single chip cameras use CF A to obtain different color information. Since only one component is available (Either R or G or B) at each pixel, the other two missing color components have to be estimated from the neighboring pixels. The process is called as CFA demosaicing. Demosaicing is a digital image process used to reconstruct full color image from the incomplete color samples. Various types of demosaicing algorithms are linear and bilinear interpolation, bicubic interpolation cubic spline interpolation, homogeneity directed demosaicing algorithm, higher order interpolation and higher order extrapolation etc. Bilinear interpolation algorithm for a 64*64 image is simulated in Xilinx.
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