There are some papers that use cca to face recognition.

I've extracted two type of features from ORL dataset, that have 400 images of 40 subjects. and, at this step by using each type of features classification accuracy is about 98%, but when i transformed feature to new space using cca, accuracy fall to just 3%.

- Where is problem?

- Are class labels not important to find directions using cca?

Thanks.

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