how to make an image large enough to avoid tick label overlapping? - matlab

Assume that the data X has size 1000 *1000. X is displayed using the command:
imagesc(X);
and all the rows are labeld using:
set(gca, 'YTickLabel', somelabels);
Although the data X are properly polotted and the Ytick labels are also shown, the labels are highly overlapped because of the large number of rows. Is there any way to solve the problem? Any help will be highly appreciated.
Edit 1
I realize my question was not stated well to represent my problem. I am going to wrap up my understanding based on the answers and re-ask a question:
To show as many rows/labels in a Figure Window, the following helps:
set(gca,'FontSize',6),
or, alternate the distance (suggested by yuk),
or, set(gca,'YTick',1:10:1000,'YTickLabel',somelabels(1:10:1000));
The code
set(gca,'Units','pixels','Position',[20 20 10000 10000]);
will display a zoomed-in image by default. But if the zoomed-in image is too large to fit in the Figure Window, only part of the image will be displayed. However, neither zoom out nor the pan tool can reach to the rest part of that image.
The default behavior of the code
imagesc(X);
set(gca, 'ytick', 1:1000, 'yticklabe', ylabel);
displays the whole image fitting to the Figure Window with overlapping labels. Nevertheless, it does allow one to zoom into part of the image and to see the un-overlapped labels.
If I save the image into a pdf file:
imagesc(X);
set(gca, 'ytick', 1:1000, 'yticklabe', ylabel);
saveas(gcf, 'fig.pdf');
Then the saved pdf is only the image fit to the Figure Window with overlapping labels. However, unlike zoom in within Matlab figure window, zoom in within a pdf reader won't change the relative position/distance of labels. As a result, the zoomed-in image in pdf is still label-overlaped.
So my question is:
How to save the image into a pdf file or png such that it has a similar behavior as of point 3 above when opened in Adobe reader, rather than that of point 4?

You can also play with axes label font to make it smaller.
set(gca,'FontSize',6)
See also other axes properties to change font - FontName, FontWidth, FontUnits, etc.
Another solution: If your labels are short, you can alternate there distance from the axes, so the labels will not overlap. Check this example:
lbl = cellstr(reshape(sprintf('%3d',1:100),3,100)');
lbl(1:2:100) = strcat(lbl(1:2:100),{' '});
imagesc(rand(100))
set(gca,'ytick',1:100)
set(gca,'yticklabel',lbl)
Part of the resulted image:
UPDATE
To answer your updated question.
PDF document can contain only static images. Once you saved the figure to PDF (or any other graphic file), you cannot zoom in/out as with MATLAB figure tools.
You can zoom first on the MATLAB figure, then save PDF file. In this case the figure will be saved as is. But this way assumes user interactivity with the figure.
If you know your region of interest in advance, you can set axes limits with XLim/YLim properties, then save the figure.
Example:
imagesc(X);
set(gca, 'ytick', 1:1000, 'yticklabe', ylabel);
set(gca, 'XLim',[1 20], 'YLim', [20 40])
saveas(gcf, 'fig.pdf');
By the way, you can also save figure to file with PRINT function. More flexible. SAVEAS is just wrapper around it.
print('-dpdf','fig.pdf')

Another option is to rotate the tick labels which is discussed in this technical solution. You can find a number of easy-to-use implementations on the MATLAB File Exchange.

Related

Convert just the content of a figure to an image in MATLAB

I am currently using getframe() and frame2im in MATLAB to convert a figure of a plot to an image.
I just realized that this is working almost like a screenshot of the figure, with all the axes and labels taken into account as well.
How can I convert JUST the contents of the figure (aka the "plot") into an image?
I don't really want to save all of them to file first.
You can use the getframe / cdata idiom. What this will do is that if you call getframe on the current frame in focus without any parameters, it will return a structure to you that contains a structure element called cdata. This stores the RGB pixel array of just the figure contents themselves. The axes and labels are not captured - only what is painted onto the figure is captured.
Here's an example to get you started:
im = imread('cameraman.tif');
imshow(im);
h = getframe;
out = h.cdata;
figure;
imshow(out); %// Should give you the contents within the imshow frame.
FWIW, I also answered this same question here, though it was for a different situation: keep new image when drawing lines by dragging the mouse in matlab
As far as i know, cdata DOES NOT WORK. I had a major problem recently with the same thing - the only work around i could find is to crop each image after using getframe and cdata - this will work fine for images that are all the same size (ugly as it is - you just need to find the grey edges in the image), but if the images are all different, this wont work (well, it wont work well. there might be some way to automatically adjust the crop size)

Blurry label text in matlab plots

I'm having some matlab plots. when I save the plot and then put it in my word document and then save it as pdf file. I get the plot labels blurry and some letters is unclear ?!
plot(d1,S,'*');
title('Frequency','FontWeight','bold','FontSize',11);
xlabel('delta','FontWeight','bold','FontSize',11), ylabel('sigma','FontWeight','bold','FontSize',11);
why does that happened (got angry)?!
how can I fix it ?!
There are many discussions about this on the web, but non of the solutions actually satisfied me when I wanted to export a graph to an image.
Anyway here is what I've done:
MyFont = {'FontName', 'Times New Roman', 'FontSize', 25};
graph_size = [1200 800]; % in pixels
fig_h = figure('Units', 'pixels', 'Position', [10 50 graph_size]);
% Do your plot
x = 0:0.1:2*pi;
plot(x, sin(x))
set(gca, MyFont{:}); % Adjust all the font sizes in the axes
Now you can copy a vector-based version (which is nicest quality as #wakjah mentioned) to clipboard with print (as #Amro said):
print -dmeta
Or with hgexport which exports to metafile again:
hgexport(figH,'-clipboard')
However you need to adjust the graph_size and FontSize in MyFont manually to get your desired output. But the good thing is that if you want it for some publication you just need to do it once.
Please note that although you are exporting the graphs as a vector-based format but your graph lines would still seem fractured if you zoom on them but they are not blurry. This is why you might want to increase the size of your graph on screen (graph_size and consequently the FontSize) to have a more accurate graph.
Hope this helps.
Related posts:
MATLAB: print a figure to pdf as the figure shown in the MATLAB
In matlab, how do you save a figure as an image in the same way as using "Save As..." in the figure window?

When saving a figure as eps file, Matlab cuts off colormap labels

I have a figure generated using contourf with a colorbar. Most of my plots are fine, but when the values on the colorbar are of the order 10^{-3}, either the numbers 0.005 etc are written by the colorbar, or x10^{-3} is written at the top.
In both cases, part of the label gets cut off - either the 3 in x10^{-3} or half of the 5 in 0.005.
I can fix this using
set(gca, 'ActivePositionProperty', 'OuterPosition')
for the figure onscreen, but I need to save it in eps format. When I do this, the 3 (or 5) is cut off again!
I can also fix this if I manually pull the bottom right corner of the figure window to make it larger. But this changes the sizes of the axis labels etc in comparison to the plot itself so that they're different to all my other figures, i.e. the figures that I don't resize.
Any suggestions?
Matlab uses two sizes for figures: screen size (Position figure property) and the PaperSize. The former is used for displaying on screen, and the latter for printing or exporting to image formats other than .fig. I suspect this is the source of your problem.
Here is what you can try:
size = get(gcf,'Position');
size = size(3:4); % the last two elements are width and height of the figure
set(gcf,'PaperUnit','points'); % unit for the property PaperSize
set(gcf,'PaperSize',size);
This sets the size of the "paper" to export to .eps to the size of the figure displayed on screen.
If this doesn't work, you can try to play a bit with PaperSize or other "paper" related properties. The Figure Properties documentation page gives more info about properties.
Hope this helps!
The former suggestion is partly correct. Here is what i did:
set both, figure and paper units, to the same measure (figure has pixels, not points!)
set(gcf,'Units','points')
set(gcf,'PaperUnits','points')
do the same as suggested before:
size = get(gcf,'Position');
size = size(3:4);
set(gcf,'PaperSize',size)
the thing now is, that it might be shifted off the paper, as in my case, so put it back on
set(gcf,'PaperPosition',[0,0,size(1),size(2)])
I am not sure about the offset of [0,0], but what is a single point cut off :)
Try this to save your file to filename.eps:
set(gcf,'Units','points')
set(gcf,'PaperUnits','points')
size = get(gcf,'Position');
size = size(3:4);
set(gcf,'PaperSize',size)
set(gcf,'PaperPosition',[0,0,size(1),size(2)])
print(gcf,'filename','-depsc','-loose'); % Save figure as .eps file

How do I hide axes and ticks in matlab without hiding everything else

I draw images to axes in my matlab UI, but I don't want the axes and ticks to be visible how do I prevent that, and also where do I make this call?
I do this
imagesc(myImage,'parent',handles.axesInGuide);
axis off;
Is this what you are looking for?
This is definitely somewhere else on this website and in the matlab documentation. Try typing
help plot
Or using the documentation on plotting!
edit: Now that you have shown what you are doing. (You don't need the handles, I just always write them in to clutter my workspace)
myImage = yurbuds0x2Dironman; # don't ask
fH = figure;
iH = imagesc(myImage);
set(gca,'xtick',[],'ytick',[])
Are you able to do it like this?
I support the
set(gca,'xtick',[],'ytick',[]);
approach over the
axis off
one. The reason is set(gca, ...) just removes the labels but keeps the axes, unlike axis off. I am generating a group of images with fixed dimensions to combine later into a video. Deleting the axes creates different size frames that can't be recombined.

Problem or bug in xticklabel_rotate while drawing heatmap and rotating xtick labels in Matlab

I have been drawing heatmaps with labels in Matlab, mainly using the functions imagesc to draw the heatmap and xticklabel_rotate to rotate the xtick labels.
(please see here for xticklabel_rotate).
It usually works well. But today I met some problem which appeared to be caused by xticklabel_rotate (or maybe the Matlab text handle used by xticklabel_rotate?)
To illustrate the problem, in the following I print my code and the results generated from the code (basically, what it does is to randomly generate a normally distributed data matrix, draw a heatmap for the data using imagesc, draw its labels on top and right of the axis, and then rotate xticklabels):
function debug_xticklabelRotate(numX, numY, axisFontsize)
data = randn(numY, numX);
imagesc(data);
colormap(jet);
box on
set(gca, 'ticklength', [0,0]);
set(gca, 'xminortick', 'off', 'yminortick', 'off');
set(gca, 'XAxisLocation', 'top');
set(gca, 'YAxisLocation', 'right');
set(gca,'FontSize', axisFontsize);
axis image
set(gca, 'Xtick', 1 : numX);
htext = xticklabel_rotate([],90, [], 'fontsize', axisFontsize);
set(gca, 'YTick', 1 : numY);
end
Problem 1: I called the above function with parameters as
debug_xticklabelRotate(40, 100, .5);
the output image is shown below (to save space here, I cut the image and only show the top few rows):
Please notice that the bug is that, as the result of calling xticklabel_rotate, neither the right side of the figure box nor the yticklabels are drawn.
Problem 2: When I call the above function with parameters as
debug_xticklabelRotate(40, 200, .5); % only numY is changed from 100 to 200
the output image is shown below (again to save space here, I cut the image and only show the top few rows):
http://i55.tinypic.com/317grdd.png
Compared to the call with numY=100, in this figure both the data image and the labels are shown. However, please notice two problems here. First, the fontsize of xticklabel is not the same as that of yticklabel (axisFontsize). Second, the xtick labels are not aligned well with the columns (xticks): some labels are closer and some are further away.
Please note if I remove the function call of xticklable_rotate in my function debug_xticklabelRotate, all these mentioned problems are gone (except that now the xticklabel are not rotated).
I wish my problem is stated clear above. Any suggestion on solving the problem will be highly appreciated. Thank you very much.
As the author of xticklabel_rotate, I have tried to reproduce the errors mentioned with only small success. I have found an issue with the axis position being changed when y-labels are on the right, which I will look into. I do not get such marked misalignements as you have shown when I run the same examples, so I am not sure how to respond. Please verify that these issues exist when you PRINT the figure, and it is not a simple display issue.
The text boxes are created at the tick positions, in data units. They are middle aligned, there is not much more that can be done, but I am open to suggestions.
PS. I agree it would be nice if this function was inherent in MatLab. If it was, I wouldn't have had to work on this.
If you comment out the line:
set(gca, 'YAxisLocation', 'right')
then it should work as expected. It seems that the XTICKLABEL_ROTATE function does not support right y-labels. You should contact the original author and let him know of the possible bug...