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What is the latest and best face recognition algorithm?

I am doing my last project which includes face recognition and I am trying to implement it on Matlab. can anyone help me get some resources for each algorithm and their pro and cons. plus if i get their matlab implementation i would be glad.

I tried PCA (Eigenfaces), but in some resources it says that this is not the best algorithm. so i'm looking for an alternative.

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The Viola Jones face detector is good, but of course it's just a discovery: http://www.cs.ubc.ca/~lowe/425/slides/13-ViolaJones.pdf if you want the best results, you can try merging, using several methods at once, and the recognition speed can increase significantly if performance is not a problem.

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