Are there any comprehensive open-source alternatives to Matlab\'s Image Processing Toolkit?
From my experience SciLab is the best alternative for matlab,it has built in conversion support from matlab to scilab and scilab to matlab. It is open source, so you can also contribute its development and use it for free.