How do I extract data from MATLAB figures?
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MathWorks Support Team on 10 Jul 2013
Commented: Yuqing on 6 Mar 2023 at 16:10
I have a few MATLAB figures, but no MATLAB code associated with it. I want to extract the data from the curves in the figures.
MathWorks Support Team on 11 Nov 2020
Edited: MathWorks Support Team on 5 Nov 2020
This example shows how to extract data from a MATLAB figure.
If the figure is stored in a file, such as 'example.fig', then open the figure file using 'openfig'. Assign the Figure object to the variable 'fig'.
fig = openfig('example.fig');
If the figure is already open, then use 'gcf' to access the Figure object and assign it to the variable 'fig'.
fig = gcf;
There are several ways to access the data for the plotted graphics objects. You can use the Children property or you can use 'findobj'.
Use Children Property
Access the plotted graphics objects through the Children properties. The Axes objects are children of the figure. The plotted graphics objects are typically children of the Axes object.
axObjs = fig.Children
dataObjs = axObjs.Children
The 'dataObjs' array that appears in the Command Window indicates the types of graphics objects in the axes. Different graphics objects store data differently. For example, Line objects store the data in the 'XData', 'YData', and 'ZData' properties. If the first element in 'dataObjs' is a Line object, then access its data using this code.
x = dataObjs(1).XData
y = dataObjs(1).YData
z = dataObjs(1).ZData
If the figure contains other types of graphics objects, then use the appropriate properties to access the data. For a list of graphics objects and their properties, see:
Use findobj Function
Alternatively, you can find all the graphics objects in a figure with a certain data property. For example, find all graphics objects that have a 'YData' property. Then access the 'YData' values for the first object.
dataObjs = findobj(fig,'-property','YData')
y1 = dataObjs(1).YData
More Answers (9)
Felipe Bittencourt de Souza on 15 Dec 2017
I was having the same error message mentioned before: "Error using get Conversion to double from cell is not possible."
I solved this issue with Walter Roberson's answer, using the following code:
a = get(gca,'Children');
xdata = get(a, 'XData');
ydata = get(a, 'YData');
zdata = get(a, 'ZData');
Yair Altman on 21 May 2018
Edited: MathWorks Support Team on 19 Apr 2021
Note that the official MathWorks answer above relies on opening and displaying the figure (using the open() function) before extracting its contents. This is both slow and potentially unwanted (we don't always want to display the figures), especially if we're looping over many FIG files.
Instead, users can directly read and analyze the *.fig file by loading it into Matlab memory using the load() function, since *.fig files are basically simple MAT files with a .fig (rather than .mat) file extension.
Fortunately, the internal format of these files has changed very little over the years - a few fields have changed their name, but the basic file data structure remained the same. So essentially the same code can be used to extract data from .fig files created a decade ago, as well as the latest Matlab release.
Note that the fact that FIG files are basically just MAT files is an undocumented feature of Matlab, and so it might change one day. But for now it is a very handy feature to use.
Additional information: https://undocumentedmatlab.com/articles/fig-files-format
Achilleas Vortselas on 9 Aug 2022
This gives an error if there is a single title, so i had to patch it like this:
all_titles = cellfun(@(T) T.String, get(all_ax, 'title'), 'uniform', 0);
all_titles = all_ax.Title.String;
Michael on 13 Jun 2014
Edited: Michael on 13 Jun 2014
I tried to follow these steps, but when I got to objTypes = get(dataObjs, 'Type') I got this error:
Error using get Conversion to double from cell is not possible.
I don't know Matlab's figure format and I'm not familiar with Matlab's API for accessing figure data. I'm not sure what this error means.
If anyone else happens upon this: Matlab figures are just ".mat" files. The scipy.io library in Pylab can read Matfiles into numpy structures using the 'loadmat' command. One can then browse the figure data in Python and locate the data.
Edit: one can also step through the figure data in Matlab, by loading the figure using the command "s=load('Figure.fig','-mat')". The solutions using "get" never really worked for me. I think this is because every figure is structured slightly differently, and people are posting solutions that work for a particular figure, but don't generalize well. If you just grab the figure data structure, you can step through it and find what you need.
Julia Mödl : you would have that problem if the axes you were looking at was a placeholder rather than an axes object.
all_axesObjs = findobj(h, 'type', 'axes');
now only examine the items in all_axesObjs.
Or use what I posted earlier,
lineObjs = findobj(dataObjs, 'type', 'line');
xdata = get(lineObjs, 'XData');
ydata = get(lineObjs, 'YData');
Yun-Han Lee on 27 Mar 2020
A simple workaround with a bit sacrifice in precision (pretty manual though):
- Open a figure, and then Tools>Basic Fitting.
2. Choose 'shape perserving interpolant,' then hit the arrow at the buttom twice to expand to the full panel.
3. Enter x of interest, then Evaluate, and then Save to workspace.
Ali on 16 Jan 2023
I have a figure like this. with a lot of local extremums. How do I export coordinates of these local extremems (to excel) without reading them one by one from the figure?
Parrish.Ch on 23 Jul 2015
I noticed people were having issues with getting the following error when attempting to run:
objsTypes = get(dataObjs,'Types')
Error using get Conversion to double from cell is not possible.
I think I have a solution to the issue. For surface plots, I noticed that the children of an axes object (so dataObjs in this case) may contain a subgroup that is a complex cell. You have to use cell2struct to break this cell into it's basic pieces so you can extract the data. Here is the code for my solution:
h = gcf;
axes = get(h,'Children');
dataObjs = get(axes,'Children');
Props = cell2struct(dataObjs,'SurfaceProps',2);
SurfaceData = Props.SurfaceProp;
XData = SurfaceData(3,1).XData;
YData = SurfaceData(3,1).YData;
ZData = SurfaceData(2,1).ZData;
**Before you just copy paste this code, there are a few important things to know.
My variable dataObjs is a 2x1 cell. The first index in the cell is empty but the second index is a 3x1 Group. I have to convert this cell group to a structure that can then be used to access my data. From there, I use cell2struct on the second index to accomplish this. The cell2struct generates a property that is named in the second argument of the cell2struct command ('SurfaceProp' for me). Props.SurfaceProp extracts the various "children" from the 3x1 Group in dataObjs. In my case, I have three objects in Props.SurfaceProp: two light objects and one surface object. The surface object contains the x, y, and z data. My surface object is the third index in the matrix generated by Props.SurfaceProp, so I use SurfaceData(3,1).XData to access the XData handle that is in the third index of the SurfaceData array.
I hope this helps!
Would you have some simple code that recreates this problem? My simple test does not create that kind of group, but it could well be that a different call does.
Chetanya on 10 Nov 2019
I wrote a small function to extract data from file following the MATHWORKS staff answer. Here it goes, https://www.mathworks.com/matlabcentral/fileexchange/73274-extract_data_from_figures?s_tid=prof_contriblnk
Please feel free to suggest if you find any bugs.
Abhishek Shahi on 23 Apr 2020
Edited: Abhishek Shahi on 23 Apr 2020
I hope this will help
x = get (gco, 'XData');
y = get(gco, 'YData');
z = get(gco, 'CData') ;
Shreeyesh Biswal on 9 Jul 2021
I used zdata = get(gca, 'CData') for get values for my 2D heatmap by slightly altering your code and I am thrilled! Thanks a ton!
Daniel Ares on 19 Jun 2017
Edited: Walter Roberson on 27 Mar 2020
Hi to everybody,
i can´t run it, i get this error, with this code.
open('Force vs Time.fig');
h = gcf; %current figure handle
axesObjs = get(h, 'Children'); %axes handles
dataObjs = get(axesObjs, 'Children'); %handles to low-level graphics objects in axes
lineObjs = get(dataObjs, 'type', 'line'); %type of low-level graphics object
xdata = get(lineObjs, 'XData'); %data from low-level grahics objects
ydata = get(dataObjs, 'YData');
zdata = get(dataObjs, 'ZData');
Jan on 19 Jun 2017
You forgot to mention the error you get. But please remove this message and post it as a new question, because this is the section for answers. Thanks.
You will get an answer like:
lineObjs = get(dataObjs, 'type', 'line')
get() does not accept 3 inputs. Do you mean:
lineObjs = findobj(dataObjs, 'type', 'line')
? Note: Please delete this message even if this solves your problem.
Pawan on 16 Dec 2022
plotting the function through MATLAB Y=√ax+b
Walter Roberson on 16 Dec 2022
I do not understand how this Answer will help anyone to extract data from a MATLAB figure??
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