Descargue para obtener el documento completo. Ver de nuevo. Short Papers. Automatic Classification of Single Facial Images. Michael J. Lyons, Julien Budynek, and Shigeru Akamatsu. A visual interpretation of the discriminant vectors is provided.
Automatic Classification of Single Facial Images (1999)
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The input sample is classifiedas a member of the nearest cluster. The image set for these experiments was acquired during a livedemo held at ATR on 5 and 6 November The faces are, inalmost all cases, easily recognizable as either east-Asian or not. Thedemo is fully automatic, positioning a 7 7 rectangular grid on theface using our local implementation of the elastic graph matchingalgorithm , . The facial registration grid has only fourparameters, the x and y coordinates of the center- of -mass and thehorizontal and vertical grid line spacing. The image set includes atotal of images, consisting of male faces 76 females , East Asian faces 47 non-East Asian , and 84 smiles 98 nonsmiles. Sample images are shown in Fig. The systemwas periodically retrained as more images were acquired.
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