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Identifying individuals in video by combining 'generative' and discriminative head models

Computer Vision, 2005. ICCV 2005. Tenth IEEE International Conference, (2005): 1103-1110Vol.2

Cited: 81|Views30
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Abstract

The objective of this work is automatic detection and identification of individuals in unconstrained consumer video, given a minimal number of labelled faces as training data. Whilst much work has been done on (mainly frontal) face detection and recognition, current methods are not sufficiently robust to deal with the wide variations in p...More

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