Demosaicing - Goal

Goal

The aim of a demosaicing algorithm is to reconstruct a full color image (i.e. a full set of color triples) from the spatially undersampled color channels output from the CFA. The algorithm should have the following traits:

  • Avoidance of the introduction of false color artifacts, such as chromatic aliases, zippering (abrupt unnatural changes of intensity over a number of neighboring pixels) and purple fringing
  • Maximum preservation of the image resolution
  • Low computational complexity for fast processing or efficient in-camera hardware implementation
  • Amenability to analysis for accurate noise reduction

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