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rubychunkypng

Standard deviation with ChunkyPNG

I am trying to find the contrast of an image using ChunkyPNG. Is there any way to get the standard deviation of an image using ChunkyPNG?

Solution

  • Looking at the ChunkyPNG code, I couldn't find any stats module.

    But you can use the following method:

    image = ChunkyPNG::Image.from_file('any PNG image file')

# @return [Hash] some statistics based on image pixels
def compute_image_stats(image, &pixel_transformation)
  # compute pixels values
  data  = image.pixels.map {|pixel| yield(pixel)} # apply the pixel convertion

  # compute stats
  n         = data.size # sum of pixels
  mean      = data.inject(:+).to_f / n
  variance  = data.inject(0) {|sum, item| sum += (item - mean)**2} / n
  sd        = Math.sqrt(variance) # standard deviation

  {mean: mean, variance: variance, sd: sd}
end

# compute stats for grayscale image version
compute_image_stats(image) {|pixel| ChunkyPNG::Color.grayscale_teint(pixel)}
# compute stats for blue channel
compute_image_stats(image) {|pixel| ChunkyPNG::Color.b(pixel)}

    I included all stats in the return, because they were computed for standard deviation (sd) calculation.