The first version of COBI (a COnvenient Bunch of Instructions) is now available in the Software section of the web. COBI is a multithread and multiplatform Qt program where you can plug and test video processing algorithms.
I have published under the GPL license a small C++ program called EasyPCA. I did it some time ago to perform simple PCA analysis. You can download it in the Software section of the web.