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Are there any comprehensive open-source alternatives to Matlab's Image Processing Toolkit?
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GNU Octave may be the best-known alternative to MATLAB. In active development for almost three decades, Octave runs on Linux, Windows, and Mac—and is packaged for most major distributions.
Octave's image And for Scilab there is SIP and SIVP
Both Octave and Scilab are very Matlab like, but I'm not sure how similar the image toolkits are.
Also look into OpenCV if you are comfortable with C/C++ or Python
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