save high resolution figures with parfor in matlab

问题

I am using parfor loop to produce and save quite big number of figures. Due to the amount of data which will be presented in the figures, the resolution of the figures need to be high, something around 920 dpi. Using the normal for, the function works fine. But when we switch to parfor the resolution of the produced and saved pictures becomes totally low.

This is the figure handle creation part:

mainFig=figure('visible','off');
set(mainFig, 'Renderer', 'OpenGL');

and here is the saving part code:

print(mainFig,'-djpeg','-r920',strcat(MyDir,measure,sec_suffix,'.jpeg'))

any idea?

Thanks

回答1:

This is a documented limitation of printing in headless mode:

Printing and Exporting without a Display

On a UNIX platform (including Macintosh), where you can start in MATLAB nodisplay mode (matlab -nodisplay), you can print using most of the drivers you can use with a display and export to most of the same file formats. The PostScript and Ghostscript devices all function in nodisplay mode on UNIX platforms. The graphic devices -djpeg, -dpng, -dtiff (compressed TIFF bitmaps), and -tiff (EPS with TIFF preview) work as well, but under nodisplay they use Ghostscript to generate output instead of using the drivers built into MATLAB. However, Ghostscript ignores the -r option when generating -djpeg, -dpng, -dtiff, and -tiff image files. This means that you cannot vary the resolution of image files when running in nodisplay mode.

The same is true for the -noFigureWindows startup option which suppresses figures on all platforms. On Windows platforms the -dwin, -dwinc, and -dsetup options operate as usual under -noFigureWindows. However, the printpreview GUI does not function in this mode. Naturally, the Windows only -dwin and -dwinc output formats cannot be used on UNIX or Mac platforms with or without a display.

Resolution Considerations

Use -rnumber to specify the resolution of the generated output. In general, using a higher value will yield higher quality output but at the cost of larger output files. It affects the resolution and output size of all MATLAB built-in raster formats (which are identified in column four of the table in Graphics Format Files).

Note: Built-in graphics formats are generated directly from MATLAB without conversion through the Ghostscript library. Also, in headless (nodisplay) mode, writing to certain image formats is not done by built-in drivers, as it is when a display is being used. These formats are -djpeg, -dtiff, and -dpng. Furthermore, the -dhdf and -dbmp formats cannot be generated in headless mode (but you can substitute -dbmp16m for -dbmp). See "Printing and Exporting without a Display" for details on printing when not using a display.

Unlike the built-in MATLAB formats, graphic output generated via Ghostscript does not directly obey -r option settings. However, the intermediate PostScript file generated by MATLAB as input for the Ghostscript processor is affected by the -r setting and thus can indirectly influence the quality of the final Ghostscript generated output.

The effect of the -r option on output quality can be subtle at ordinary magnification when using the OpenGL or ZBuffer renderers and writing to one of the MATLAB built-in raster formats, or when generating vector output that contains an embedded raster image (for example, PostScript or PDF). The effect of specifying higher resolution is more apparent when viewing the output at higher magnification or when printed, since a larger -r setting provides more data to use when scaling the image.

When generating fully vectorized output (as when using the Painters renderer to output a vector format such as PostScript or PDF), the resolution setting affects the degree of detail of the output; setting resolution higher generates crisper output (but small changes in the resolution may have no observable effect). For example, the gap widths of lines that do not use a solid ('-') linestyle can be affected.

parfor spawns headless MATLAB instances (both Windows and Unix), so according to the above, the worker processes will fallback to Ghostscript printing driver which ignores the -r option.

When you export figures to raster graphics format (PNG, JPEG, TIFF, etc..) there are two cases:

if you printing in a normal session, MATLAB will use its built-in drivers to generate the graphics files directly, and should obey the resolution you specify
on the other hand, if you printing in headless mode, MATLAB will internally export the figure in Postscript vector format, and then use Ghostscript to convert it to the requested raster format using the following Ghostscript options:
```
-dNOPAUSE -q 
-I"C:\Program Files\MATLAB\R2014a\sys\extern\win64\ghostscript\ps_files"
-I"C:\Program Files\MATLAB\R2014a\sys\extern\win64\ghostscript\fonts"
-sDEVICE=jpeg
-g576x432
-sOutputFile="file.jpeg"
```
as you can see, for some reason MATLAB uses a fixed target size 576x432 in headless mode when converting the PS file to other formats.

Here is some code for quick experimentation. I've tested it on a local parallel pool; All of the raster formats (PNG, JPEG, TIFF, PPM) had a fixed size of 576x432 (-r option ignored as previously explained). The PDF was also generated by converting the PS file to PDF (using -sDEVICE=pdfwrite Ghostscript output device).

fmt = {'ppm', 'tiff', 'png', 'jpeg', 'epsc2', 'pdf'};
outfolder = 'C:\Users\Amro\Desktop\print_test';

parpool(4)
parfor i=1:4
    fig = figure(i);

    % a random plot
    ax = axes('Parent',fig);
    plot(ax, cumsum(rand(1000,1)-0.5))

    % save in each specified format (-r option is mostly ignored)
    for f=1:numel(fmt)
        print(fig, ['-d' fmt{f}], '-r920', ...
            fullfile(outfolder,sprintf('plot%d.%s',i,fmt{f})));
        drawnow
    end

    % also save FIG-file
    hgsave(fig, sprintf('plot%d.fig',i))

    close(fig);
end
delete(gcp)

The way I see it, you ought to export as an EPS file, and manually convert it to whatever format you need. That way you get to specify the target image size in the Ghostscript command invoked (I wouldn't bother with the print -r resolution option, because it has little effect on vector formats)

The alternative would be to export FIG-files inside parfor. You would then load them in a normal MATLAB session with a display, and serially print with the desired resolution and format:

for i=1:4
    fig = hgload('plotXX.fig');
    movegui(fig, 'center')
    print(fig, '-djpeg', '-r920', 'outXX.jpeg')
    close(fig)
end

来源：https://stackoverflow.com/questions/24803383/save-high-resolution-figures-with-parfor-in-matlab

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matlab

graphics

printing

figure

parfor