16. A computer-readable storage medium storing computer executable instructions for controlling a computer to perform a method comprising: receiving at least a pair of initial color representations; selecting a set of lexical color classifiers; transforming each of the at least a pair of initial color representations into values within the set of lexical color classifiers, wherein each of the initial color has an initial color attribute value that is transformed into lexical color attribute values for each of the lexical color classifiers and wherein the initial color attribute values have n number of color dimensions and the set of lexical color classifiers have m number of color dimensions, wherein n is less than m; calculating color similarity based on values within the set of lexical color classifiers; and generating a relative similarity measurement of the at least a pair of initial color representations.
16. A computer-readable storage medium storing computer executable instructions for controlling a computer to perform a method comprising: receiving at least a pair of initial color representations; selecting a set of lexical color classifiers; transforming each of the at least a pair of initial color representations into values within the set of lexical color classifiers, wherein each of the initial color has an initial color attribute value that is transformed into lexical color attribute values for each of the lexical color classifiers and wherein the initial color attribute values have n number of color dimensions and the set of lexical color classifiers have m number of color dimensions, wherein n is less than m; calculating color similarity based on values within the set of lexical color classifiers; and generating a relative similarity measurement of the at least a pair of initial color representations. 18. The computer-readable storage medium of claim 16 , wherein generating the relative similarity measurement is performed using cosine similarity.