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Figure 1: Frontalized faces. Top: Input photos; bottom: our frontalizations, obtained without estimating 3D facial shapes. " Frontalization " is the process of synthesizing frontal facing views of faces appearing in single unconstrained photos. Recent reports have suggested that this process may substantially boost the performance of face recognition(More)
—This paper concerns the estimation of facial attributes – namely, age and gender – from images of faces acquired in challenging, " in the wild " conditions. This problem has received far less attention than the related problem of face recognition, and in particular, has not enjoyed the same dramatic improvement in capabilities demonstrated by contemporary(More)
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