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Your question seems to be a little bit fuzzy, since at each computer vision conference you will find at least one new local feature descriptor. Here some from the last ICCV (2013):

So maybe you should constrain your question somehow (I don't know how, maybe number of citations). One feature which raised some attention is probably KAZE and its binary version AKAZE, s. (<-- seems to be down atm), if you search via github, you'll also find some attempts to integrate it in OpenCV.