MatPlotLib Perceptually Uniform Colormaps

版本 2.1.5 (795.4 KB) 作者: Stephen23
MatPlotLib's default perceptually uniform colormap VIRIDIS and distinctive line ColorOrder TAB10
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更新时间 2024/11/27

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From MatPlotLib 2 and 3:
  • the default sequential colormap VIRIDIS (as well as INFERNO, MAGMA, and PLASMA).
  • the default line colororder TAB10 (as well as TAB20, TAB20B, and TAB20C).
  • the perceptually uniform cyclic colormaps TWILIGHT and TWILIGHT_SHIFTED
  • the colorblind-friendly sequential colormap CIVIDIS.
For MatPlotLib 2.0 new perceptually uniform colormaps were generated in the CAM02-UCS colorspace. The process is described here:
https://www.youtube.com/watch?v=xAoljeRJ3lU
The default colormap was changed to the newly created VIRIDIS (replacing the anti-pattern JET/RAINBOW) and the default line colororder changed to VEGA10 (note that the VEGA# colormaps were renamed TAB# in MatPlotLib 3), as described here:
https://matplotlib.org/stable/users/prev_whats_new/dflt_style_changes.html
The RGB data were obtained from:
COLORMAP Examples
%% Plot the scheme's RGB values:
rgbplot(viridis(256))
%% New colors for the COLORMAP example:
load spine
imagesc(X)
colormap(viridis)
%% New colors for the SURF example:
[X,Y,Z] = peaks(30);
surfc(X,Y,Z)
colormap(viridis)
axis([-3,3,-3,3,-10,5])
COLORORDER Examples
%% PLOT using matrices:
N = 10;
X = linspace(0,pi*3,1000);
Y = bsxfun(@(x,n)sqrt(n)*sin(x+2*n*pi/N), X(:), 1:N);
plot(X,Y, 'linewidth',4)
colororder(tab10(N))
%% PLOT in a loop:
N = 10;
colororder(tab10(N))
X = linspace(0,pi*3,1000);
Y = bsxfun(@(x,n)sqrt(n)*sin(x+2*n*pi/N), X(:), 1:N);
for n = 1:N
plot(X(:),Y(:,n), 'linewidth',4);
hold on
end
%% LINE using matrices:
N = 10;
X = linspace(0,pi*3,1000);
Y = bsxfun(@(x,n)sqrt(n)*cos(x+2*n*pi/N), X(:), 1:N);
line(X(:),Y)
colororder(tab10(N))

引用格式

Stephen23 (2024). MatPlotLib Perceptually Uniform Colormaps (https://www.mathworks.com/matlabcentral/fileexchange/62729-matplotlib-perceptually-uniform-colormaps), MATLAB Central File Exchange. 检索时间: .

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版本 已发布 发行说明
2.1.5

* Documentation improvements
2.1.4

* Documentation improvement.
2.1.3

* Update image aspect ratio
2.1.2

* Update image aspect ratio.
2.1.1

* Update image.
2.1.0

* Update to use HG2 default map length.
* Add TWILIGHT_SHIFTED
2.0.3

* Better overview image.
2.0.2

* Add error IDs.
2.0.1

Add YouTube link to description.
2.0.0

* Include colormaps CIVIDIS and TWILIGHT
* Rename VEGA* to TAB*, matching MatPlotLib 3
1.0.0.0

* Change blurb.
* Added image.