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    The resize to 4x4 method is a awesome idea (not that your method isn't great too) but the first is simpler. Commented Oct 23, 2009 at 20:39
  • @freespace, could you please explain this "computing the Manhattan distance between the 2 images, using corresponding pixels" Commented Mar 24, 2016 at 6:24
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    @Ambika: treat the colour of each pixel as a vector of length 3, and compute the Manhattan distance between corresponding pixels in the images being compared. That gives you 4 Manhattan distances. How you derive a single measure from that is up to you. The most obvious is to sum them together. Commented Mar 25, 2016 at 15:59