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Not very efficient, but here's a way. Let me know if it's more or less what you want and I may try to improve the performance. i = Import["http://i.stack.imgur.com/CHoxa.png"]; pp = ImageData@i; mi = Flatten[MapIndexed[{Sequence @@ #2, #1} &, pp, {2}], 1]; d = (ImageDimensions@i)[[1]]; flat = {1/d, 1} # & /@ mi[[All, 2 ;; 3]]; data = ...



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