Data Downloads

Hillis, J. M. & Brainard, D. H. (2005), Do common mechanisms of adaptation mediate color discrimination and appearance? Uniform backgrounds. Journal of the Optical Society of America A, 22, 2090-2106.


The data available on this web site were originally published in Hillis & Brainard (2005). This paper investigated the effect of background luminance and chromaticity on color appearance and discriminability. There are two types of data files available on this web page. One type is discrimination data from a 2-interval forced choice (2-IFC). The other data are from an asymmetric matching task. This following describes how the data are formatted in the downloadable text files.



Discrimination Data


In the paper, there were 3 adapting conditions for L- and M- cone isolating tests and 3 adapting conditions for S-cone isolating tests. Data for LM test and S tests are available in separates data files for each of the two observers. Each data file contains 11 columns of tab delimited text. The first 9 columns provide L, M, S coordinates the background, pedestal increment/decrement and test increment/decrement respectively. Specifically, the first 3 columns correspond to the L, M, S coordinates of the background, the next three columns correspond to the L, M, S coordinates of the pedestal and the next three columns correspond to the L, M, S coordinates of the pedestal. The last 2 columns correspond to the number correct and number of trials in the 2-IFC. Thus the column organization is as follows:

L_bg M_bg S_bg L_ped M_ped S_ped L_test M_test S_test #Correct #Trials


These data are available in 3 formats. To compute the Smith-Porkorny cone coordinates, cone spectral sensitivities were normalized to one and cone coordinates were computed for the light reaching the cornea. Isomerization rates and totals are computed for the light reaching the photoreceptors (i.e. light losses due to optical factors in the eye are accounted for. Left click on the links below to open data in web browser or right click to download (email Jamie, jmhillis@psych.upenn.edu, if you have any problems obtaining the data).

(1) LMS Smith-Porkorny

JMH: LM cone data, S cone Data

QRS: LM cone data, S cone data

(2) LMS Isomerization rates

JMH: LM cone data, S cone Data

QRS: LM cone data, S cone data

(3) LMS Isomerization totals.

JMH: LM cone data, S cone Data

QRS: LM cone data, S cone data


Matching Data

Similar to the discrimination data, there were 3 adapting conditions for L- and M- cone isolating tests and 3 adapting conditions for S-cone isolating tests. Each data file contains 13 columns of tab delimited text. The first 6 columns provide L, M, S coordinates the background againts which the test was presented and the test. The next 6 columns provide L, M, S coordinates the background againts which the adjustable match was presented and the observer's settings for those matches. The last column is the rating (between 0 ans 3) the observer gave to the quality of the match they set. Thus the column organization is as follows:

L_test_bg M_test_bg S_test_bg L_test M_test S_test L_match_bg M_match_bg S_match_bg L_match M_match S_match Rating

Note that there is variation in the test values because the numbers reported here are values measured from the display. That is, after each block of trials a Photo Research 650 spectra-radiometer was used to measure the spectral density function of the test and match. The values of the test and match contained in the data tables are these measured values. These data are also available in 3 formats (left click to open data in web browser, right click to download):

(1) LMS Smith-Porkorny

JMH: LM cone data, S cone Data

QRS: LM cone data, S cone data

(2) LMS Isomerization rates

JMH: LM cone data, S cone Data

QRS: LM cone data, S cone data

(3) LMS Isomerization totals.

JMH: LM cone data, S cone Data

QRS: LM cone data, S cone data


Last Modified: January 11, 2007. DHB. Updated publication info for paper from in press to actual citation.