I'm really suffering from this problem for so long.
Originally, after plotting something with matplotlib, I could easily save the image.
However, after installing scipy, I couldn't save my image anymore. 
(I installed matplot and scipy by using pip.)
I tried to look up some information, but I still can't solve the problem.
My operating system is Mac OS X Lion (10.7)
I think the following links are some relevant issues
https://github.com/ipython/ipython/issues/2710 
Matplotlib pylab savefig runtime error in python 3.2.3 
matplotlib and libpng issues with ipython notebook 
libpng15 static link issues 
It seems that if I can relink the libraries or set DYLD_LIBRARY_PATH (actually I don't know what that is...)
Or maybe I have to recompile something?
By the way, I'm very new to linux-based system, so it would be really nice if someone could explain it in a relatively simple way.
Thank you very much.
Below are some error messages:
libpng warning: Application was compiled with png.h from libpng-1.5.4
libpng warning: Application  is  running with png.c from libpng-1.4.10
libpng warning: Incompatible libpng version in application and library
---------------------------------------------------------------------------
RuntimeError                              Traceback (most recent call last)
/Library/Python/2.7/site-packages/matplotlib/backends/backend_macosx.pyc in save_figure(self, *args)
    476         if filename is None: # Cancel
    477             return
--> 478         self.canvas.print_figure(filename)
    479 
    480     def prepare_configure_subplots(self):
/Library/Python/2.7/site-packages/matplotlib/backend_bases.pyc in print_figure(self, filename, dpi, facecolor, edgecolor, orientation, format, **kwargs)
   2094                 orientation=orientation,
   2095                 bbox_inches_restore=_bbox_inches_restore,
-> 2096                 **kwargs)
   2097         finally:
   2098             if bbox_inches and restore_bbox:
/Library/Python/2.7/site-packages/matplotlib/backend_bases.pyc in print_png(self, *args, **kwargs)
   1856         from backends.backend_agg import FigureCanvasAgg # lazy import
   1857         agg = self.switch_backends(FigureCanvasAgg)
-> 1858         return agg.print_png(*args, **kwargs)
   1859 
   1860     def print_ps(self, *args, **kwargs):
/Library/Python/2.7/site-packages/matplotlib/backends/backend_agg.pyc in print_png(self, filename_or_obj, *args, **kwargs)
    502             _png.write_png(renderer._renderer.buffer_rgba(),
    503                            renderer.width, renderer.height,
--> 504                            filename_or_obj, self.figure.dpi)
    505         finally:
    506             if close:
RuntimeError: Could not create write struct
 
     
    