20th LSI Design ContestsEin Okinawa  Design Specification - 3-2

3-2. SVM

Support Vector Machine (SVM) is one of the pattern identification technique and is used for image recognition and speech recognition. We used linear SVMD

Let learn learning data of INRIA Person Dataset, and chooses hyperplane becoming margin maximum in hyperplane dividing into the data of the 2 level class. As a free library of linear SVM, We used LIBLINEAR.

The classifier of person or not person by 2 classes is shown in Fig 1D


Figure 1

Fig 3FFigure of identification by the 2 classes classification

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