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Mixture of SVMs for Face Class Modeling
Published on Feb 25, 20074602 Views
We present a method for face detection which uses a new {SVM} structure trained in an expert manner in the eigenface space. This robust method has been introduced as a post processing step in a real-t
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Chapter list
Mixture of SVMs for Face Class Modeling00:01
Outline00:15
Face Detection Methods00:58
Principle of the detection01:59
Eigenfaces Space02:49
Distance From Feature Space03:46
Support Vector Machines (SVM)04:25
Mixture of SVMs (MSVM)05:44
Mixture of SVMs 07:08
Mixture of SVMs08:19
Experiments and Results I08:59
Experiments and Results II10:14
Experiments and Results III11:36
Conclusions - Future Work13:04