“School of Cognitive Sciences”
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| Paper IPM / Cognitive Sciences / 8805 |
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A model for view-independent face recognition, based on Mixture of Experts,
ME, is presented. Instead of allowing ME to partition the face space
automatically, it is directed to adapt to a particular partitioning corresponding
to predetermined views. Experimental results show that this model performs
well in recognizing faces of intermediate unseen views. There are
neurophysiological evidences that underpin the proposed model, reporting
similar mechanisms of pooling the outputs of several view-specific modules to
perform view-independent face recognition.
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