Created
March 7, 2014 14:17
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This IDL function generates the standard deviation of a 2D array when it's compressed by an integer factor.
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function rebin_stddev, image, new_xsize, new_ysize, image_small = image_small | |
;+ | |
; rebin_stddev | |
; It just works for making the image smaller by a integer factor (as rebin) | |
; | |
;- | |
dimensions = size(image, /dimensions) | |
number_of_pixels_combined = total(dimensions / float([new_xsize, new_ysize])) | |
; Rebin image to a smaller dimenssion | |
image_small = rebin(image, new_xsize, new_ysize) | |
; Make a new image with the original size with the average values | |
image_average = rebin(image_small, dimensions[0], dimensions[1], sample = 1) | |
; Difference between average and real value - Square | |
difference = (image - image_average)^2 | |
; Rebin the difference and multiply by a factor to get Bessel's correction ( 1/n-1) | |
image_stddev = sqrt(rebin(difference, new_xsize, new_ysize)) * $ | |
sqrt(number_of_pixels_combined/(number_of_pixels_combined-1)) | |
return, image_stddev | |
end |
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