Munsell colors matt (AOTF measured) The reflectance spectra of 1250 matt Munsell color chips. Each spectrum consists of 61 elements that are raw data got from the output of the 12 bit A/D-converter of the AOTF color measuring equipment. All the element values should be between 0 and 4096. However there can exist some values which are larger than 4096. Those element values should be corrected to the value 4096. Furthermore there exists some noise at the blue end of spectra. This was caused by the low intensity of the illuminator at wavelengths below 420 nm. The illuminator was a standard halogen lamp and 0/0 geometry was used when the samples were measured. Measuring equipment: Acousto Optic Tunable Filter (AOTF). Wavelength interval: 400 nm - 700 nm. Wavelength resolution: 5 nm. File formats: The available formats are ASCII and MATLAB(tm). The file munsell400_700_5.tar.gz consists of 40 ASCII files that are named after the hue pages used in the Munsell Book of Color - Matte Finish Collection. So each file includes the color spectra measured from the chips of the corresponding page. Each spectrum consists of two lines. The first line is the label of the spectrum following relatively closely the notation used in the Munsell Book of Color. For example the first spectrum in file 10b is labeled as V90C01.NM5. Hence V90 means the value 9 (9/ in correct Munsell notation) and C01 means the chroma 1 (/1 in correct Munsell notation). Suffix '.NM5' is the same for all spectra meaning the wavelength interval between each component of the spectrum. The spectrum itself is stored on the second line. It is measured from 400 to 700 nm at 5 nm intervals so each spectrum can be considered as 61 dimensional vector at which the first component corresponds the reflectance intensity at the wavelength 400nm, the second at 405 nm and so on the last 61th component corresponding the reflectance intensity at the wavelength 700nm. Note that there is one empty line after each spectrum. The file munsell400_700_5.mat.gz is a MATLAB(tm) file which includes 3 matrices named: munsell 61x1250 matrix where each column is one 61 component spectrum. S 1250x15 matrix where 1st row is the label of 1st spectrum in munsell matrix, 2nd row is the label of 2nd spectrum and so on. C 16x1250 matrix where 1st column consists of the color coordinates of the 1st spectrum in munsell matrix, the 2nd column consists of the color coordinates of the 2nd spectrum and so on. The color coordinates are calculated by using D65 light source and they are stored in the column vectors in following order: C(1) x C(2) y C(3) z C(4) X C(5) Y C(6) Z C(7) R C(8) G C(9) B C(10) L* C(11) a* C(12) b* C(13) u C(14) v C(15) u* C(16) v* Measurer: University of Kuopio, Finland. Further information: haanpalo@lut.fi References: Munsell Book of Color - Matte Finish Collection (Munsell Color, Baltimore, Md., 1976). Parkkinen, J. P. S., Hallikainen, J. and Jaaskelainen, T.: ``Characteristic spectra of Munsell colors,'' Journal of the Optical Society of America, Vol. 6, No. 2, February 1989, pp. 318-322. Jaaskelainen, T., Parkkinen, J. and Toyooka, S.: ``Vector-subspace model for color representation,'' Journal of the Optical Society of America, Vol. 7, No. 4, April 1990, pp. 725-730. Parkkinen, J., Jaaskelainen, T. and Kuittinen, M.: ``Spectral representation of color images,'' IEEE 9th International Conference on Pattern Recognition, Rome, Italy, 14-17, 1988, Vol. 2, pp. 933-935. Parkkinen, J., Oja, E. and Jaaskelainen T.: ``Color analysis by learning subspaces and optical processing,'' IEEE International Conference on Neural Networks, San Diego, USA, July 24-27, 1988, Vol. 2, pp. 421-427. Hallikainen, J., Parkkinen, J. P. S. and Jaaskelainen, T.: ``Color image processing with AOTF,'' Proceedings of the 6th Scandinavian Conference on Image Analysis, Oulu, Finland, June 19-22, 1989.