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plots from fileexchange for showing A matrix values
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function newmap = bluewhitered(m) | ||
%BLUEWHITERED Blue, white, and red color map. | ||
% BLUEWHITERED(M) returns an M-by-3 matrix containing a blue to white | ||
% to red colormap, with white corresponding to the CAXIS value closest | ||
% to zero. This colormap is most useful for images and surface plots | ||
% with positive and negative values. BLUEWHITERED, by itself, is the | ||
% same length as the current colormap. | ||
% | ||
% Examples: | ||
% ------------------------------ | ||
% figure | ||
% imagesc(peaks(250)); | ||
% colormap(bluewhitered(256)), colorbar | ||
% | ||
% figure | ||
% imagesc(peaks(250), [0 8]) | ||
% colormap(bluewhitered), colorbar | ||
% | ||
% figure | ||
% imagesc(peaks(250), [-6 0]) | ||
% colormap(bluewhitered), colorbar | ||
% | ||
% figure | ||
% surf(peaks) | ||
% colormap(bluewhitered) | ||
% axis tight | ||
% | ||
% See also HSV, HOT, COOL, BONE, COPPER, PINK, FLAG, | ||
% COLORMAP, RGBPLOT. | ||
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if nargin < 1 | ||
m = size(get(gcf,'colormap'),1); | ||
end | ||
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bottom = [0 0 0.5]; | ||
botmiddle = [0 0.5 1]; | ||
middle = [1 1 1]; | ||
topmiddle = [1 0 0]; | ||
top = [0.5 0 0]; | ||
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% Find middle | ||
lims = get(gca, 'CLim'); | ||
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% Find ratio of negative to positive | ||
if (lims(1) < 0) & (lims(2) > 0) | ||
% It has both negative and positive | ||
% Find ratio of negative to positive | ||
ratio = abs(lims(1)) / (abs(lims(1)) + lims(2)); | ||
neglen = round(m*ratio); | ||
poslen = m - neglen; | ||
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% Just negative | ||
new = [bottom; botmiddle; middle]; | ||
len = length(new); | ||
oldsteps = linspace(0, 1, len); | ||
newsteps = linspace(0, 1, neglen); | ||
newmap1 = zeros(neglen, 3); | ||
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for i=1:3 | ||
% Interpolate over RGB spaces of colormap | ||
newmap1(:,i) = min(max(interp1(oldsteps, new(:,i), newsteps)', 0), 1); | ||
end | ||
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% Just positive | ||
new = [middle; topmiddle; top]; | ||
len = length(new); | ||
oldsteps = linspace(0, 1, len); | ||
newsteps = linspace(0, 1, poslen); | ||
newmap = zeros(poslen, 3); | ||
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for i=1:3 | ||
% Interpolate over RGB spaces of colormap | ||
newmap(:,i) = min(max(interp1(oldsteps, new(:,i), newsteps)', 0), 1); | ||
end | ||
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% And put 'em together | ||
newmap = [newmap1; newmap]; | ||
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elseif lims(1) >= 0 | ||
% Just positive | ||
new = [middle; topmiddle; top]; | ||
len = length(new); | ||
oldsteps = linspace(0, 1, len); | ||
newsteps = linspace(0, 1, m); | ||
newmap = zeros(m, 3); | ||
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for i=1:3 | ||
% Interpolate over RGB spaces of colormap | ||
newmap(:,i) = min(max(interp1(oldsteps, new(:,i), newsteps)', 0), 1); | ||
end | ||
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else | ||
% Just negative | ||
new = [bottom; botmiddle; middle]; | ||
len = length(new); | ||
oldsteps = linspace(0, 1, len); | ||
newsteps = linspace(0, 1, m); | ||
newmap = zeros(m, 3); | ||
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for i=1:3 | ||
% Interpolate over RGB spaces of colormap | ||
newmap(:,i) = min(max(interp1(oldsteps, new(:,i), newsteps)', 0), 1); | ||
end | ||
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end | ||
% | ||
% m = 64; | ||
% new = [bottom; botmiddle; middle; topmiddle; top]; | ||
% % x = 1:m; | ||
% | ||
% oldsteps = linspace(0, 1, 5); | ||
% newsteps = linspace(0, 1, m); | ||
% newmap = zeros(m, 3); | ||
% | ||
% for i=1:3 | ||
% % Interpolate over RGB spaces of colormap | ||
% newmap(:,i) = min(max(interp1(oldsteps, new(:,i), newsteps)', 0), 1); | ||
% end | ||
% | ||
% % set(gcf, 'colormap', newmap), colorbar |
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function [minval maxval] = imrange(inpict) | ||
% [min max] = IMRANGE(INPICT) | ||
% returns the global min and max pixel values in INPICT | ||
% | ||
% INPICT can be a vector or array of any dimension or class | ||
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x = inpict(:); | ||
minval = double(min(x)); | ||
maxval = double(max(x)); | ||
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if nargout < 2 | ||
minval = cat(2,minval,maxval); | ||
end | ||
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end | ||
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Copyright (c) 2009, Nathan Childress | ||
All rights reserved. | ||
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Redistribution and use in source and binary forms, with or without | ||
modification, are permitted provided that the following conditions are | ||
met: | ||
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* Redistributions of source code must retain the above copyright | ||
notice, this list of conditions and the following disclaimer. | ||
* Redistributions in binary form must reproduce the above copyright | ||
notice, this list of conditions and the following disclaimer in | ||
the documentation and/or other materials provided with the distribution | ||
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THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" | ||
AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE | ||
IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE | ||
ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE | ||
LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR | ||
CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF | ||
SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS | ||
INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN | ||
CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) | ||
ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE | ||
POSSIBILITY OF SUCH DAMAGE. |
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function signed_log(A) | ||
% https://www.mathworks.com/matlabcentral/answers/1700655-symmetric-diverging-log-color-scale#answer_1380451 | ||
figure | ||
% plot A | ||
% i'm going to plot xdata just for sake of giving some scale information | ||
imagesc(signedlog10(A)) % represented in signed log10 | ||
% use a symmetric colormap | ||
colormap(bluewhitered()) | ||
% get the minimum and maximum value of A | ||
% this needs to be symmetric unless you also make a | ||
% custom asymmetric divergent colormap | ||
% the bluewhitered colormap is smart and adjusts to all pos/neg so need | ||
% to account for this in crange. | ||
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arange = max(abs(imrange(A))); | ||
if all(A>=0,'all') | ||
crange = [0 arange]; | ||
crange = [0 1] + fix(signedlog10(crange)); | ||
elseif all(A<=0,'all') | ||
crange = [-arange 0]; | ||
crange = [-1 0] + fix(signedlog10(crange)); | ||
else | ||
crange = [-1 1]*arange; % make symmetric | ||
crange = [-1 1] + fix(signedlog10(crange)); | ||
end | ||
% you may choose to round to integer values | ||
% set limits for the caxis | ||
caxis(crange); % represented in signed log10 | ||
% create ticks, ticklabels | ||
% choose nticks as desired | ||
nticks = max(crange)+1; | ||
ticklabels = logspace(0,max(crange),nticks); | ||
ticklabels = [-flip(ticklabels) 0 ticklabels]; % make symmetric | ||
% set Ticks and TickLabels | ||
colorbar('Ticks',signedlog10(ticklabels),'TickLabels',ticklabels) | ||
improvePlot | ||
axis square | ||
end | ||
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function out = signedlog10(in) | ||
% naive signed-log | ||
%out = sign(in).*log10(abs(in)); | ||
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% modified continuous signed-log | ||
% see Measurement Science and Technology (Webber, 2012) | ||
C = 0; % controls smallest order of magnitude near zero | ||
out = sign(in).*(log10(1+abs(in)/(10^C))); | ||
end |