Soft Biometrics: Gender Recognition from Unconstrained Face Images using Local Feature Descriptor

8 Feb 2017Olasimbo Ayodeji ArigbabuSharifah Mumtazah Syed AhmadWan Azizun Wan AdnanSalman YussofSaif Mahmood

Gender recognition from unconstrained face images is a challenging task due to the high degree of misalignment, pose, expression, and illumination variation. In previous works, the recognition of gender from unconstrained face images is approached by utilizing image alignment, exploiting multiple samples per individual to improve the learning ability of the classifier, or learning gender based on prior knowledge about pose and demographic distributions of the dataset... (read more)

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