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Who_Is : système d'identification des visages humains

Abstract : Although human face recognition is a hard topic due to many parameters involved (e.g. variability of the position, lighting, hairstyle, existence of glasses, beard, moustaches, wrinkles...), it becomes of increasing interest in numerous application fields (personal identification, video watch, man machine interfaces...). In this work, we present WHO_IS, a system for person identification based on face recognition. A geometric model of the face is definedfrom a set of characteristic points which are extracted from the face image. The identification consists in calculating the K nearest neighbors of the individual test by using the City-Block distance. The system is tested on a sample of 100 people with a success rate of 86 %.
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Mohamed Tayeb Laskri, Djallel Chefrour. Who_Is : système d'identification des visages humains. Revue Africaine de la Recherche en Informatique et Mathématiques Appliquées, INRIA, 2002, 1, pp.39-61. ⟨hal-01261701⟩

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