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 Bayer filter - Definition 

A Bayer filter is a color filtering array for RGB colors.

It uses subunits of four pixels arranged like this:


 Green Red
Blue Green 


There are two green sites for every red or blue site, as the cone cells in the human eye are more sensitive to green light than other colours.

An illustrated explanation of color image reconstruction

To reconstruct a color image from the data collected by the color filtering array, you need to fill up the blanks. The mathematics here is subject to individual implementation. In this case, we use Adobe Photoshop's bicubic interpolation to simulate the circutry of a Bayer filter device such as a digital camera.

Image:shades_aa.jpg

This is the original image, made with Adobe Illustrator. If a perfect digital camera with perfect optical lens that can measure every pixel's exact R/G/B values, the resulted image will probably look like this.

Image:shades_bayer.gif

This is a simulated sampling taken by a Bayer filtered sensor array. Each pixel only has a value of either R or G or B.

  Image:Shades_framed_bayer.gif  
  Frame enlargement  
Image:shades_bayer_r.gif Image:shades_bayer_g.gif Image:shades_bayer_b.gif
Red Green Blue

A digital camera has certain circuits to reconstruct the whole image using above information. The resulting image could be something like this:

Image:shades_dc.jpg

Image:shades_framed_aa.jpg Image:shades_framed_dc.jpg
Frame enlargement of the original. Frame enlargement of the reconstructed image.

As you can see, the reconstructed image looks good in low contrast areas. However, the edges of letters look pretty bad.

Calculating RGB values

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This article is licensed under the GNU Free Documentation License. It uses material from the Wikipedia article "Bayer filter".