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copied!<p>Check out the python <strong><a href="http://www.scipy.org/" rel="nofollow noreferrer">Scipy library</a></strong>. It's an <em>open source</em> fast n-dimensional array manipulation library in python. It has all the basic image processing tools:</p> <ul> <li><a href="http://docs.scipy.org/doc/scipy-0.7.x/reference/ndimage.html#module-scipy.ndimage.filters" rel="nofollow noreferrer">linear and rank filters</a></li> <li><a href="http://docs.scipy.org/doc/scipy-0.7.x/reference/fftpack.html" rel="nofollow noreferrer">FFT</a>, <a href="http://docs.scipy.org/doc/scipy-0.7.x/reference/signal.html#convolution" rel="nofollow noreferrer">convolution</a></li> <li><a href="http://docs.scipy.org/doc/scipy-0.7.x/reference/ndimage.html#module-scipy.ndimage.morphology" rel="nofollow noreferrer">morphological operation</a></li> </ul> <p>It doesn't have all the more advanced functions of Matlab's Image Processing Toolbox. However, as Vereb suggested, a lot of those can be found in ITK (also available in python flavor).</p> <p>Like you I wanted to get away from matlab to a dynamic language like python. And like you, I was disappointed by PIL, when I realized it was just an ImageMagick in python. You'll still need to use PIL for reading/writing images.</p> <p><strong>To get a Matlab-like image processing experience</strong> with python get <a href="http://www.scipy.org/" rel="nofollow noreferrer">Numpy/Scipy</a>, <a href="http://matplotlib.sourceforge.net/" rel="nofollow noreferrer">Matplotlib</a> and <a href="http://code.google.com/p/spyderlib/" rel="nofollow noreferrer">Spyder</a>. All of which and more is conveniently packaged in <a href="http://www.pythonxy.com/foreword.php" rel="nofollow noreferrer">Python(X,Y)</a> for windows only.</p>

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