Eigenfaces vs. Fisherfaces: recognition using class specific linear projection

We develop a face recognition algorithm which is insensitive to large variation in lighting direction and facial expression. Taking a pattern classification approach, we consider each pixel in an image as a coordinate in a high-dimensional space. We take advantage of the observation that the images...

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Veröffentlicht in:	IEEE transactions on pattern analysis and machine intelligence 1997-07, Vol.19 (7), p.711-720
Hauptverfasser:	Belhumeur, P.N., Hespanha, J.P., Kriegman, D.J.
Format:	Artikel
Sprache:	eng
Schlagworte:	Error analysis Face detection Face recognition Light scattering Light sources Lighting Pattern classification Pixel Principal component analysis Shadow mapping
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